Project structure of: James4Ever0/pyjom

• pyjom Automate Python packages for JSON & OCR tasks
  • externals External tools for project setup and dependency management.
    • bgslib-init.sh Initiates bgslibrary, configures and provides scripts.
    • detectron2_prebuilt_linux_init.sh Install Detectron2 Linux CUDA 11.3, Torch 1.10
    • dgl_init.sh Clone, build, install DGL.
    • ffmpeg_libspeex_tensorflow_support.sh Custom FFmpeg build script.
    • get_the_heck_ffmpeg.py Installs FFmpeg libraries with apt-get.
    • init_darknet.sh Clone, Change Directory, Set Variables, Build Darknet
    • init_ffmpeg.sh Downloads and configures FFmpeg libraries for project dependencies.
    • init_opentoolz.sh Install, clone, configure, compile, build, install, link.
    • netease_api_download.sh Git clone, change directory, install husky and npm.
    • opencv_init.sh OpenCV library initialization script
    • opencv_py_reset.sh Uninstalls opencv, installs opencv-python with CUDA support.
    • opencv_rebuild.sh Configures, builds OpenCV with CUDA for proxy, libraries, GCC-9.
    • pybgs_init.sh Install "pybgs" package using pip and setting OpenCV_DIR environment variable.
    • test_import_opencv_site.py Opensys.path, imports OpenCV library, lists functions
    • three_init.sh Three.js GitHub clone, latest commit.
    • torchrec_init.sh Clones torchrec, installs, modifies setup, exports env vars.
  • pyjom Automatically initializes Python packages with templates. JSON processing tools.
    • audiotoolbox.py Audio duration, volume detection & normalization with error handling.
    • commons.py Commons: IO, Errors, Redis, Debug, Media Extensions
    • config PyJom config: Image detection, Sina Weibo API.
      • __init__.py Imports Sina, Medialang module functions.
      • medialang MediaLang protocols: Import, dictionary.
        • __init__.py Imports all media language protocols.
        • protocols.py MediaLang protocols dictionary: input, output.
      • shared.py Configures image detection system components.
      • sina Sina Weibo API configuration directory
        • __init__.py Imports all from "sinaWeibo" module in "pyjom.config.sina".
        • sinaWeibo.py Sina Weibo API dictionary for search, status, and comments
    • imagetoolbox.py Powerful image processing with AI.
    • languagetoolbox.py Python toolbox for OCR, topic modeling, and text processing
    • lyrictoolbox.py Lyric processing toolbox with API integration
    • main.py Python dynamic method calling for content processing
    • mathlib.py Math library with Kalman Filter, Bezier curve, range merging, and more.
    • medialang Media language Python tools for JSON processing
      • __init__.py Media language processing modules imported.
      • __main__.py Python Medialang file prettifier.
      • commons.py Medialang: SRT serialization, fatal error handling, temp file gen
      • core.py Media language item classes with script functionalities.
      • functions Media language tools and functions directory
        • __init__.py Media language function importer and dictionary creator.
        • detectors Media language detectors and tools for frames, objects, and subtitles.
          • __init__.py Detector functions, input function, detector dictionary for media data.
          • blackoutDetector.py Blackout detection for videos and images using OpenCV.
          • entityDetector.py Entity detection with Levenshtein algorithm
          • frameborder_Detector.py Detects squares in frames using blurring, edge detection, HoughLines.
          • mediaDetector.py Video frame iterator with paddleocr detection.
          • subtitleDetector.py Detects subtitles with PaddleOCR. Processes media paths and updates metadata.
          • videoDiffDetector.py Video pixel difference detector and analyzer.
          • yolov5_Detector.py YOLOv5-based object detection and identification.
      • processors Media file processor for JSON data and Medialang functions.
        • __init__.py Dot and media processors imported for medialang.
        • dotProcessor Imports, processes JSON data with Medialang function.
          • __init__.py Imports classes, creates dictionary of processors and extensions.
          • jsonProcessor.py Applies Medialang function to item using keywordDecorator
          • videoProcessor.py Video processing with Editly and Fmpeg. Detects, crops, corrects errors.
        • mediaProcessor Media processor directory: Initiates and processes media files by type.
          • __init__.py Media Processor Initialization
          • filesystemProcessor.py Processes media files by type, returns path.
    • modify_package.sh Replaces module imports with pyjom paths.
    • modules Python modules for data processing and info gathering
      • __init__.py Importing diverse modules for pyjom framework.
      • contentCensoring Media censoring downloader tool with Tkinter.
        • __init__.py ContentCensoring module init - Imports label and filter from core, autoCensor.
        • autoCensor.py Auto censorship tool for media processing with Tkinter.
        • core.py Media downloader GUI with library integration and censorship functionality.
      • contentPosting Handles Bilibili POST metadata, avoids circular imports.
        • __init__.py Avoids circular imports for posters.
        • bilibiliPoster.py Bilibili POST request functions with metadata handling
        • dummyPoster.py DummyPoster generates protocol link from content
        • onlinePoster.py OnlinePoster: Bilibili post decorator function
      • contentProducing Content producing modules: Media generation.
        • __init__.py Imports pyjom modules for content production, with 3 types of producers.
        • dummyProducer.py DummyProducer: Husky info
        • localProducer.py YOLOv5 filter applied, cuts updated, meta info combined.
        • onlineProducer.py OnlineProducer: Media Generator with Templates and Debug Mode
        • producerTemplates.py Generate audio/video cuts using scene detection.
      • contentReviewer Content reviewers assess with keyword censoring
        • __init__.py Imports reviewer classes for content analysis.
        • dummyReviewer.py Decorator-wrapped dummyReviewer function, returns positive string.
        • localReviewer.py Filesystem content reviewer with local processing
        • weiboSearchReviewer.py Weibo content reviewer with keyword censoring
      • feedbackCollecting Weibo feedback collection and processing directory
        • __init__.py Imports functions and classes from 'dummyFeedback' and 'weiboFeedback'.
        • dummyFeedback.py Function prints content, returns "pending", using decorator in temporary directory.
        • weiboFeedback.py Weibo feedback data collection and processing
      • globalOptimizer GlobalOptimizer package, dummy optimizers.
        • __init__.py GlobalOptimizer package initialization
        • dummyOptimizer.py Dummy optimizers with unclear functionality.
      • globalUpdator Dummy updater module, initializes functions and classes.
        • __init__.py Initializes all dummyUpdator functions and classes.
        • dummyUpdator.py Dummy updater function, returns "updated", pending.
      • informationGathering Information gathering scripts and tools.
        • __init__.py Information gathering modules import for various sources.
        • dummyFetcher.py DummyFetcher: topic to protocol string, husky info.
        • dummyInfoGather.py Dummy animal list module.
        • localFetcher.py Filesystem fetcher: retrieves topic files using URI.
        • onlineFetcher.py Giphy asset fetcher with error handling
        • weiboInfo.py Weibo posts fetching and parsing script.
      • informationProcessing Information processing modules for data.
        • __init__.py Three processors for information handling.
        • dummyProcessor.py DummyProcessor: Imports decorator, returns husky dictionary.
        • localProcessor.py Processing, filtering and analyzing filesystem data.
        • onlineProcessor.py OnlineProcessor: Video, Filters, FPS, Animal Detection
      • methodIdentifier Generates unique UUIDs, stores fix info for system components and imports all from "methodIdentifier".
        • __init__.py Imports all from "dummyIdentifier" in "methodIdentifier".
        • dummyIdentifier.py Generates unique UUIDs, stores fix info for system components.
      • topicGenerator Topic generator modules for customizable subjects
        • __init__.py Topic generator module importation for pyjom.
        • dummyTopicGenerator.py Dummy topic generator with customizable sources.
        • localTopicGenerator.py Generates topics from file paths, checks validity.
        • onlineTopicGenerator.py Online topic generator with keyword removal and gif/video requests.
        • weiboTopicGenerator.py Weibo pet topic generator
    • musictoolbox.py Music identification tool using ShazamIO and Midomi API
    • platforms
      • bilibili Bilibili: video platform, recommender, credentials, metadata
        • credentials.py Bilibili credentials management and authentication.
        • database.py Bilibili video recommender with SQLite, BM25
        • postMetadata.py Bilibili post metadata generator with error handling
        • searchDataParser.py Bilibili video data parser, metadata extraction and error handling.
        • uploader.py Asynchronous Bilibili video uploader with multithreading, retries, and profile support.
        • utils.py Bilibili utils: API synch, error handling, list conv.
    • primitives Content creation and labeling automation for multi-platforms
      • __init__.py Imports package primitives.
      • localPrimitives.py Automated content reviewing and production classes.
      • onlinePrimitives.py OnlineAutoContentProducer with multi-platform posting capabilities.
      • weiboPrimitives.py Automated content labeling reviewer for Weibo pets
    • README.md Censored internet, half-automated media, data storage in /dev/shm
    • requirements.txt Python project dependencies: parse, requests, command-spawner, nudenet.
    • templates
      • medialang
        • autoCensor Media language auto-censorship templates
          • blackout_detector.mdl.j2 Blackout detector template for pyjom
          • file_format_detector.mdl.j2 Tuple: json, file_format_detector, mediafile content.
          • frameborder_detector.mdl.j2 Frameborder detector model template
          • framediff_detector.mdl.j2 Framediff detector template with optional timestep and media file input.
          • subtitle_detector.mdl.j2 Subtitle Detector Template for Processor
          • yolov5_detector.mdl.j2 Create tuple: JSON, optional params, media file path.
    • touch_init_files.sh Touch initializes all directories as Python packages.
  • README.en.md README: pyjom project, install, top-down approach, Python content producer.
  • README.md pyjom project: automated media content generation tool.
  • samples Media language samples and video conversions
    • image
      • qrcode_test
        • init.sh Downloaded QR code image, attempted ffmpeg conversion
    • medialang Multimedia language models and video management
      • dog_cat_test.mdl Configure video files for language model processing.
      • dog_cat_test_nofast.mdl Manages videos, sets properties, and cuts durations for multimedia projects.
      • target Large video playback and text rendering for multimedia files.
        • larger_play.sh Full screen video playback with subtitles.
        • larger_render.py Larger text render for video and audio files.
  • symlinks
    • README.md Symlinks: Organize and Access Crucial Resources Efficiently.
  • tasks QQ red packet tasks and actions
    • qq QQ red packet management and tasks
      • login_opq_arm64.sh ARM64 Linux script launches Firefox, navigates to QR code login, supports relogin.
      • login_opq_arm64_another_account.sh ARM64 login script with Firefox, credential removal
      • qq_red_packet_collect QQ red packet tools and image processing
        • ad_template_2_functional.py Bilibili ad generator and QR code remover
        • adtools.py Image classification, conv recording, Neo4j ads for cat and dog lovers.
        • base_opq.py Group management bot for QQ messenger API. Handles searches and red packets.
        • botoy_redpacket_collect.py Botoy red packet asynchronous management.
        • censorApis.py Censors replies based on sentiment analysis, fixes issue.
        • chat_local.py Chat message sentiment analysis and ranking with Jiagu library
        • chatApis.py Chat API function utilizes libraries, handles exceptions, and logs errors.
        • commons.py Commons.py: Functions for text manipulation, randomization, and shuffling.
        • deprecated_botoy_redpacket_collect_account_2.py Opqbot arm64 red packet collector (disabled plugin)
        • fill_mask_model Test Chinese MACBERT model inference with Hugging Face API.
          • init.sh Install git LFS, run test.py with env vars, clone "chinese-macbert-base" model.
          • test.py Masked language modeling with Chinese MacBERT.
          • test_macbert.sh Test Chinese MACBERT model inference using Hugging Face API.
        • launch.sh Starts TMUX session, kills "qq_red_packet", loads red_packet.yaml
        • paddletts
          • test.sh Collects and saves Chinese text as speech using PaddleSpeech TTS.
        • README.md Relogin URLs for Yukio and Miaomiao, clear group chat log command.
        • red_packet.yaml Red Packet: Windows, Shell Commands, Login, Gitter Token
        • test_ad_generator.py Bilivideo ad generator and displayer.
        • test_adtools.sh Test script for dog-cat connection.
        • test_cat_dog_info_get.py Test cat and dog video info getter.
        • test_check_dog_cat.py Check if image is cat or dog, 3 runs, above 0.4 confidence
        • test_download_qq_image.sh Download QQ image, save and OpenCV compatible.
        • test_get_all_my_videos.py Python POST request to search latest video of own user.
        • test_make_dog_cat_connection.py Test connecting cats and dogs.
        • test_neo4j_creds.py Test Neo4j credentials via iteration and result retrieval.
        • test_qrcode_insert_replace.py Test QR code insertion script
        • textfilter FastAPI text filtering, DFA performance boost, app launch script.
          • filter_py3_fastapi.py Text filtering classes for keyword removal and regex processing, DFAFilter performance boost. FastAPI endpoint.
          • launch.sh Launches FastAPI app, listens on 8932, avoids reload feature
    • README.md Project tasks require adequate actions to avoid serious problems, utilize persistently.
  • tests Automated multimedia OCR testing suite
    • adb_phone_control_termux_network_broadcast_scrcpy_appium_airtest Termux, Scrcpy, Appium, Airtest testing suite.
      • get_modifier.sh Ensures ADB network access on port 5555
      • get_modifier_with_masscan_scapy.py Scans open ports, connects with Adb, stores addresses.
      • pkl_nowriting.py Logs keystrokes and mouse events for educational purposes, with privilege adjustments.
      • README.md Test suite for remote device control, ADB, scrcpy, Termux.
      • unlock_phone_on_given_ip.py Connect phone to IP for control.
    • aiohttp_python_clash_delay_proxy_set_proxy Asynchronous concurrent GET requests, testing DeepL API with aiohttp and proxies.
      • download_from_multiple_websites_at_once.py Asynchronous concurrent GET requests
      • test.py Test aiohttp with proxies and DeepL API.
    • anime1_me_video_download Automates anime video download testing with Python and cookies.
      • api_curl.sh Download anime videos using cURL from anime1.me API.
      • get_best_edm.sh Extracts best EDM segments from audio file.
      • get_cookie_sample.py Python script downloads, progress updates, sets cookies.
      • parse_static.py Automates anime video downloads with Python.
      • README.md Extract, send, download video with cookies.
      • test_download.sh Downloads "crossdressing.mp4" with various cookies.
    • anime_highlight_cuts Anime highlight cuts test collection.
      • bittorrent_downloader Anime torrent downloader, analysis directory
        • download_given_file_to_given_name.sh Downloads torrent, removes temp files.
        • dynamic_import.mjs Dynamic imports FfmpegCommand and WebTorrent with data type checks.
        • kill_aria2c.sh Kill aria2c, target anime ep.
        • make_node_symlink.sh Script: Creates symlink for "node_modules".
        • name_fuzzy.py Anime title, empty lists.
        • name_resolution_parsing_chapter_recognition.py Anime series name filter, ffmpeg subtitle extractor.
        • nyaa_api_connector.py Scrapes Nyaa anime, stores in "output.html"
        • nyaa_torrent_file_list.py Fetches, parses, prints Nyaa.si torrent data.
        • subtitle_extractor.py Extract subtitles from videos using three tools.
        • torrent_analyzer.py Analyzes torrent file, extracts details, formats sizes, writes to JSON.
        • webtorrent_streaming_test_cut_partial_download.mjs Webtorrent video downloader with temporary directories and progress handling.
      • theme_collector Theme-based anime cut collection and model training.
        • anidb_anime_parse.py Python script parses AniDB, handles nulls, stores data in DataFrame.
        • anidb_search_parse.py AniDB anime search, link extraction, DataFrame creation, video data retrieval.
        • anilist_to_anidb.py Anilist to Anidb anime data fetcher
        • anime_compilation_video_metadata.py Bilibili video metadata collector with error handling
        • anime_video_downloader.py Download Bilibili videos with yt-dlp and handle errors.
        • anime_video_frame_cropper_labeller.py Anime video frame cropper and labeller.
        • bilibili_anime_compilation_finder.py Bilibili anime compilation theme tags dictionary.
        • bv2av.py BV/AV ID conversion functions
        • create_coco_pip_dataset.py COCO-PIP dataset creation via identical images
        • create_coco_pip_dataset_standalone.py Creates COCO-style PIP dataset with text overlays.
        • create_dataset.py Creates dataset from anime frames.
        • create_rounded_rectangle.py Creates 800x400 black image with rounded rectangle using PIL and OpenCV.
        • keyboard_listener.py Keyboard event listener using pynput.
        • make_picture_in_picture_challange.py Sets base path, imports os, creates video file paths, sets duration.
        • pack_source_dataset.sh Compresses .mp4 and .csv files in current dir.
        • screenshot_saucenao.py SauceNao API identifies anime source and extracts cut details.
        • screenshot_tracemoe.py Anime character recognition and storage with trace.moe API.
        • strip_optimizer_from_trained_best_model.py Removes optimizers from trained model
        • test_video_overlay.sh Combines, scales, overlaying videos for theme highlight.
        • view_boundingbox.py Draws green rectangle on image at bounding box coordinates.
        • yolov8_test.py YOLO-based anime frame detector.
        • yolov8_train_save_test.py YOLOv8 object detection model training and exporting.
    • apple_prores_encoding_play
      • test.sh Apple ProRes encoding test using FFmpeg and Vulkan
    • audio_volume_meter
      • test_volume_meter.py Audio parameter calculation, vocal slicing, KMeans clustering, and label merging.
    • basic_pitch_multi_midi_conversion
      • test.sh MIDI to audio conversion test.
    • bezier_paddlehub_dogcat_detector_serving Bezier PaddleHub DogCatDetectorServer tests directory
      • client.py Client-side image dog/cat detection using PaddleHub's ResNet50 model.
      • server.py Bezier PaddleHub DogCatDetectorServer import script
    • bilibili_login_get_credential_view_data Bilibili login tests using TinyDB
      • dump_favourite_list.py Loads BiliAPI credentials, fetches favorite lists and updates TinyDB.
      • dump_view_history.py Bilibili video history fetched and updated
      • test.py Bilibili login test with password or SMS, geetest and database support.
      • test_login_fail.py Test script: Attempts failed login with expired data.
      • test_login_successful.py Bilibili API login test with local credentials.
      • tinydb_test.py TinyDB upsert operation on User query.
    • bilibili_practices Bilibili multimedia experimentation
      • bilibili_dollar
        • fetch_related_content.py Fetches 10 related videos on drawing US Dollars.
      • bilibili_science_subtitle_with_cn_voice Chinese voice test for Bilibili science subs.
        • commons.py JSON traversal functions for handling dictionaries, lists, and tuples.
        • create_output.sh Merge webm video with subtitles using FFmpeg
        • download_when_complete.py Check Kaggle kernel status, execute final command when complete.
        • get_ytInitialData.py Extracts HTML, processes into JSON with view count and video length updates.
        • init.sh Init script for Kaggle kernel with max speed proxy.
        • test.py Install, download, convert subtitles with sponsorblock-mark option.
        • test2.py Download bilibili subtitles using yt-dlp.
        • translate_srt.py Translates SRT subtitles using web translator and adjusts line wrapping.
        • web_translator.py Translator function for English to Chinese, using multiple services.
      • bilibili_tarot Bilibili Tarot testing multimedia functions
        • all_typography.py Generate typography for video in specific format
        • all_typography_underline_subtitle.py Bilibili video typography generator
        • flipcards.py Flipcards for Tarot Major & Minor Arcana, generate videos with music.
        • functional_gen_typo_video_seq.py Generates, filters and saves video sequence.
        • functional_generate_demo_tarot.py Generate tarot video sequence with filters and effects.
        • functional_voice_with_pictures.py Bilibili TAROT: Video Typography with TTS
        • gen_typo_video_seq.py Generate typography video sequence with music.
        • generate_demo_tarot.py Generate Tarot video demo using filters and ffmpeg
        • generate_typography.py Generate typography with Processing, line wrapping, and screenshots.
        • generate_typography_with_voice.py Generates typography frames on image with voice control.
        • get_figures.js Extracts URLs from figure tags, removes "@" and "//", logs as JSON.
        • get_foreground.py Extracts image foreground using grayscale and absolute difference.
        • get_tarots.py Retrieves, recognizes, and saves Tarot card images.
        • kill_pdspc.sh Kills "paddlespeech" processes with KILL signal.
        • kill_xb.sh Kills "xvfb" and "scriptable_generate_typography" processes.
        • mylist.txt Ordered list of videos.
        • pooling.py Moves files to "final_output" with appended directory names.
        • scriptable_generate_typography_with_voice.py Scriptable typography generation with voice and customization.
        • scriptable_generate_typography_with_voice_underline_subtitle.py Generate typography with voice underscore subtitle
        • tarot_correspondences.py Loads tarot card images, checks matches, prints major/minor cards and values.
        • tarot_descriptions.py Tarot interpretations for career, relationships, and growth.
        • temp.txt Stimulate user engagement, follow and continue.
        • test_command.sh Combine screenshots into a video with transitions.
        • test_common.py Disables proxies, sets demo text for testing.
        • voice_with_pictures.py Converts text to speech audio, generates voice-video files, and exports with music.
      • bilibili_video_translate Bilibili video translation tests
        • frame_iterator_copy.py Bilibili video frame iterator and writer.
        • frame_translate_processor.py Translates video frames to JSON, stops on 'q' or EOF.
        • frame_translate_processor2.py Video translation and color correction with ffmpeg and OpenCV.
        • frame_translate_processor3.py Video processing, Chinese translation, color reduction, h.264 output
        • functional_dl_translator_1b_deepspeed.py Deepspeed, M2M100, GPU/CPU, mixed precision, translation, distributed training.
        • functional_redraw_chinese_text_offline.py Translate English to Chinese with PaddleOCR, multi-language support.
        • functional_redraw_chinese_text_offline2.py Accelerated image processing with CUDA
        • launch_frame_translate.sh Bilibili video frame translation scripts launch.
        • m2m100_1b_translator.py Chinese-to-English translator using m2m100_zte
        • main_mask_english_text.py Detects English text in images with PaddleOCR and font visualization.
        • main_redraw_chinese_text.py OCR, rectify, inpainting, filter, remove watermark
        • main_redraw_english_text.py Translate and rectify text from images using PaddleOCR.
        • test_curve_converter.py Applies curve function, transforms input value to output array.
        • translate_srt.py Translates SRT file using web translator, wraps lines.
        • web_translator.py Translates Chinese to English, random translator selection.
    • bilibili_search_api_modification_section_params_get_related_videos Test Bilibili search API section params for related videos.
      • load_json5_render_template.py Examines JSON5, Jinja2 for channel/sub-channel data.
      • recursive_search_bilibili_test.py Bilibili API video search, recursive fetching.
      • searchDataParser.py Extracts links, fixes errors, updates BGM & keywords.
      • template.j2 Defines class with channel properties and TIDs.
      • test_get_user_info_followers_dynamic.py Test script for retrieving user followers and followings data.
      • test_search_section_pets.py Bilibili search API modification testing.
      • testApi.py Bilibili video search and retrieval
    • bilibili_tag_recommend_activities
      • README.md Obtain bilibili upload ID with code
    • bilibili_video_recommendation_server Bilibili video reco server tests.
      • ad_template_0.py Bilibili video recommendation visual generator
      • ad_template_1.py Bilibili Ad Template: Pixie-powered QR, avatar image.
      • ad_template_2.py Ad template initialization and customization for bilibili video server
      • bilibili_shortlink_get_2.py Bilibili click tracking API Python script
      • concat_qrcode.sh Concatenate QR Code images using FFmpeg
      • convert_font.sh Converts TTC font to TTF format.
      • create_invisible_blend_transparent_ebegging.py Create invisible blending effect through image composition.
      • detect_qr_code.py Detects and prints QR code data from image using OpenCV, lazero.
      • detect_qr_code_payments.py Detects/decodes QR codes; struggles with multiple.
      • e_begging_base_bilibili_donation_to_short_link.py Bilibili donation links, requires cookies.
      • ebegging_template.py Create eBegging template with colors, styles, and QR codes.
      • generate_cover.py Generate Chinese text image with QR code for bilibili server.
      • generate_qr_code.py Generate QR codes, import qrcode library.
      • get_bilibili_shortlink.py Bilibili Short Link Generator using Tencent API
      • get_masked_gif.sh Applies ad mask, creates overlaid GIF with black background.
      • get_text_boundaries.py Extracts text bounding box from image.
      • overlay_gif.sh Overlay PNG on anime GIF with FFmpeg
      • remove_background.sh Remove black background from bilibili.png, save as transparent.
      • sample_video Video processing and TTS scripts
        • create_sample_video_with_fade_and_metadata.py Video processing with fade, audio overlay, and Editly template.
        • tts.py Text-to-Speech Python Script with Microsoft Cognitive Services Integration
      • send_image_botoy.py Botoy-powered QQ image/video sender
      • send_image_gif.py Broadcast image/gif using botoy library, may fail.
      • send_payment_urls.py Bilibili video server sends group message with payment URLs. JSON issue.
      • send_video.py Sends local video to group chat via CQHTTP API.
      • stroke_path.py Draws rounded rectangle, paints green stroke, saves as 'stroke_round_rect.png'.
      • test.py Bilibili Recommendation Server Testing
      • test.sh Runs Python 3 script "test.py" for bilibili_video_recommendation_server tests.
      • test_fastapi.sh Test FastAPI server via GET request
      • xml_and_json_qq_send XML/JSON QQ-based Bilibili video recs and messaging tests.
        • new_xml.py Extract XML, assign to var, print. Debug/validate.
        • print_bilibili_json.py Replaces spaces, QQ mini-app JSON data.
        • print_xml_message.py Prints Bilibili video info from XML, handles exceptions.
        • qq_gocqhttp_post_xml.py Send XML-rich media messages to group chats with QQ Music support.
        • run_bilibili_qq_share_xml.sh Proxy, port 8050, QQ share websocket logs
        • run_qq_capture.sh MitmProxy MITM proxy setup for 'tv.danmaku.bili' WebSocket streaming.
        • send_friend_xml_and_forward_xml_to_group.py XML-format QQ video recommendations and Baidu links sender.
        • test_launch_share.sh Launch JumpActivity in Tencent MobileQQ, sharing BiliBili video recommendations.
        • test_upload_get_link.sh Uploads image to gtimg server using Python cli.
        • test_upload_xml_qq.py Send QQ XML/JSON messages using POST
        • upload_img.py Uploads image to QQ using Python, POST request.
        • upload_img2.py Upload, requests, binary, image files, POST, JSON
        • view_bilibili_qq_share_xml.sh Bilibili QQ share XML analysis via mitmproxy.
        • view_qq.sh mitmproxy analyzes "qq.log"
      • zbar_detect_qrcode.py Detects and decodes QR codes using pyzbar library.
    • black_autopep8_ast_parser_formatter_skipexception Automates PEP 8 and Black formatting, skipping exceptions in tests directory.
      • format_functional.py Automates PEP 8 and Black formatting for Python code.
      • format_test.sh Format Python files with autopep8 and Black, skip exceptions.
      • test.py Incoherent, disjointed code fragments.
    • blur_image_detection_mask Blur detection, watermarking tools, cropping, inpainting, and image adjustments.
      • BlurDetection_install
        • test.py Watermark detection, cropping, inpainting, and image adjustment.
      • test_blur_detection.py Blur detection script for images.
    • calculate_separate_video_scene_duration_in_dog_video_with_bgm Calculate dog video scene duration with music
      • download_sample.sh Downloads Bilibili sample video for analysis.
      • generate_random_clip_lengths.py Generate 30 random clip lengths with bounds.
      • get_scene_cuts.sh Detects scenes, splits video using ffmpeg
      • load_data_do_experiment.py CSV video scene stats, FFmpeg commands with threshold handling and spacing selection.
      • preview_clips.sh Analyze dog video's scene durations with 3-second delays.
      • render.sh Extracts 3 short clips from 'sample.mp4' with FFmpeg
      • viewer.sh Sequential FLV playback with 3-second delay and exit.
      • viewRenderResult.sh Displays output files sequentially in ffplay with 3-second pauses.
    • chatgpt_multiagent_agent_product_line_multimodal_langchain_experiments Multiagent OpenAI API experiments for URL recovery and indexing.
      • README.md Multiagent ChatGPT, CPU testing, Moderation/OpenAI API
      • test_chatgpt_cn_api.py ChatGPT API online interface in Python
      • test_url_repair_extract_trace_media_source.py Recover, indexify, and select YouTube URLs from lists.
    • chatterbot_test Trains and tests Chinese ChatBot, replaces 'chatterbot' with 'levenshtein', improves performance.
      • README.md Replace 'chatterbot' with 'levenshtein', use sentence-based search.
      • test.py Trains Chinese ChatBot, tests responses, improves performance.
    • check_json_update.py Updated JSON dictionary values.
    • conversation_talk_apis
      • api_tests.py Weibo API conversation tests with requests library.
    • cpm_chinese_chitchat_model_gpt2 Testing GPT2 Chinese chitchat model RAM usage with cloned repo.
      • init.sh Cloning GPT2-chitchat repo with single commit.
      • test.sh Test GPT2 Chinese chitchat model RAM usage.
    • dapp_ethereum_python_crypto Testing dapp-ethereum with Python crypto, interacting.
      • README.md Testing dapp-ethereum with Python crypto, creating dummy elements for validation.
      • test.py Python Ethereum Web3 test interactions.
    • dog_cat_demo_not_for_test.mdl Video properties, "/dev/shm/medialang/online", normal speed, silent mode.
    • download_sections_video_portion_partial_download_youtube_yt_dlp_bilibili Scripts for creating cookies directory and downloading Bilibili video sections with yt-dlp.
      • cron_update_cookies_stored_under_root_home.py Script creates cookies directory, extracts & saves Firefox/Chromium cookies.
      • test_bilibili.sh Bilibili video sections downloader with yt-dlp.
    • dump_python_dependencies
      • dump.py Generates timestamped log of installed Python dependencies.
    • editly_test_video_render_with_bgm
      • test.sh Headless Linux machine for Editly test cases setup.
    • elastic_search_engine
      • README.md Efficient search engine, Meilisearch consideration.
    • english_chinese_mixing_spliter Test mixed-language speech across English and Chinese.
      • default.yaml GAN-based driving app config file
      • english_grepper.py English-Chinese text mixing processor and sorter.
      • paddlebobo_paddletools_tts.py Text-to-speech synthesis model for English and Chinese
      • sample_strings.txt Mixed-language test strings
      • test_tts.py Generate audio for text across languages, missing English option.
    • english_without_space_spliting Analyzes English word frequency without spaces.
      • init.sh Download English words list without spaces.
      • test.py Reconstructs string with word frequencies and spaces.
    • experiment_iterate_and_merge_alike_text_regions.py Finite state machine, coord list comparison, similarity thresholding.
    • ffmpeg_audio_volume_detect_adjust Tests FFmpeg audio volume detection & adjustment.
      • test.py Tests FFmpeg audio volume detection and adjustment with pyjom library.
      • test_get_audio_length.py Audio file duration detection and printing
      • test_get_media_bitrate.py Obtains audio bitrate for each file in list.
      • test_output_file_error.py Detects audio volume, adjusts if no error, displays clipping stats.
    • ffmpeg_python_test
      • test.py FFmpeg Python library for video processing and audio concatenation.
    • generator_yield_from_python_extract_element_one_by_one
      • test.py Generator-based cleanup with exception handling
    • hmm_test_speech_recognization_time_series Speech recognition using HMM and sequence learning tests.
      • pomegranate_test.py Advanced HMM training with Pomegranate library
      • seqlearn_test.py Structured Perceptron trains, evaluates with varying sequence lengths.
      • test.py HMM test: Speech recognition time series using 3 components.
    • hyper_param_optimization Hyperparameter optimization tests with TPE on GitHub
      • optimize_suggest.py Optimize function using TPE algorithm.
      • README.md Hyperopt library tutorials and docs on GitHub
      • test.py Hyperopt library tests with 10 samples, choice function.
    • idlefish_闲鱼_xianyu_spider_scraper_taobao_video_guangguang
      • README.md Potentially Malicious Files Warning
    • image_quality_tests Image quality tests using BRISQUE, pyiqa.
      • pybrisque_init.sh Install dependencies, then pip3 pybrisque. Alternative options.
      • pybrisque_test.py Fast BRISQUE image quality test.
      • pyiqa_inference.py Evaluates image quality using pyiqa, compares algorithms and averages scores.
      • pyiqa_test.py Filtering out metric modes, allow_lists confusion.
      • README.md Image quality tests for model accuracy and ROI.
      • t_pyiqa2.sh Image quality test script: filtering "taking time" results.
      • test_image_quality.py Video BRISQUE image quality test tool
      • test_pyiqa.sh Runs pyiqa_inference.py for image quality testing
      • tiq2.py Image quality testing script with BRISQUE, resize, grayscale, GUI.
    • interval_set_math_operations Continual SymPy interval math operations and tests.
      • continual_less_sympy.py Continual less SymPy interval operations.
      • continual_sympy.py Continual Sympy: Manipulates, merges, updates intervals.
    • jina_deploy_free_gpu_cpu Free GPU/CPU testing for multilingual semantic search.
      • hello-jina Jina Flow with free GPU/CPU resources testing.
        • client.py Jina client, continuously sends user input to remote container for processing.
        • executor1 Custom Executor for MyExecutor in config.yml
          • config.yml Defines "MyExecutor" with "executor.py", specifies type and required modules.
          • executor.py Custom Executor class with subprocess handling
        • flow.yml Jina Flow with toyExecutor on port.
      • random_shell Jina Flow deploy, random shell script with GPU/CPU testing.
        • config.yml Random shell executor with Python modules configured.
        • executor.py Deploy executor for Jina's platform with random_shell extensions.
        • flow.yml Sets up Jina Flow with 1 GPU and no data deletion
        • README.md Transition random shell to Jina framework with script
      • README.md Test Jina's free GPU/CPU usage.
      • semantic_search_encoder_multilingual Free GPU/CPU multilingual semantic search test.
        • client.py Jina client for multilingual semantic search
        • config.yml Multilingual Semantic Search Encoder Config
        • deploy_to_jina_cloud.sh Deploy Jina Cloud with flow.yml
        • executor.py Multilingual semantic search encoder Executor class with exceptions.
        • flow.yml Jina flow: Semantic search encoder, multilingual, 1 GPU, 8G memory
        • push_to_jina_hub.sh Push current dir to Jina Hub
        • README.md Jina shell script transition guide
        • requirements.txt Specifies Python packages for text analysis, NLP, and efficient search.
        • test.py Semantic search encoder, multilingual execution.
        • test.sh Set JINA_MP_START_METHOD to "spawn", txtai model loading issue.
        • test_client.py Test Jina client with multi-lingual encoder and CPU/GPU.
    • jina_multimodal_cross_modal_search_examples_apps Multi-modal, cross-modal Jina app testing directory.
      • get_jina_hub_list.py Retrieves Jina Hub executors, sorts, writes to JSON file.
      • get_jina_hub_list.sh Retrieve Jina Hub executors list.
    • kaggle_yt_dls Kaggle YT-dlp YouTube video downloads and transcode testing
      • test.py Installs yt-dlp, downloads YouTube video with unique link.
      • test_init.sh Kaggle kernel initialization, code push, and output retrieval.
      • transcode_nvenc.sh Transcode video with hue filter, test hardware accel.
    • karaoke_effects Tests karaoke effects with multilingual support
      • clash_auto_update.py Clash proxy server, 30-min auto-update, Flask
      • fastapi_translator.py FastAPI app for PaddleHub translation & recognition with proxy support.
      • in2.ass.j2 Japanese Karaoke Subtitles with English Translations
      • launch_clash.sh Set proxy, download Clash config, run clash.
      • load_translator.sh Terminates Tmux session, loads config.
      • loadLingua_jpype.py Detects languages with Jpype and Lingua, Python math.
      • loadLingua_jpype_fastapi.py Java-Python JPype Lingua API language detection FastAPI
      • loadLingua_pyjnius.py Language detector function testing.
      • loadSomeCustomClashYaml.py Load, convert, print YAML Clash data.
      • lrc2ass_py3 Py3 LRC to ASS karaoke effects, auto-end timings testing.
        • localTest.sh Troubleshoot mpv player with .ass subtitle output issues.
        • README.md Py3 script converts LRC to ASS with karaoke effects, auto-chooses end timings.
        • test.sh Lrc to Ass subtitles test with MPV, time sync issue.
      • lyricToAss_test.py Generates animated .ass from music and lrc files for preview.
      • pyonfx_test Test karaoke effects with PyOnFX mods.
        • first_try.py Pyonfx imports, modifies ASS file text.
        • macos_view_best_example.sh Open MPV player, full screen karaoke effects test.
        • render_ass_video.sh Extracts 60-sec video, applies ASS subtitles as effects and saves.
        • test.py Initialize variable, import modules: Karaoke Effects Test
        • view_best_example.sh View best karaoke example with lyrics and subtitles.
      • starJumping.py Karaoke animation with effects and timing.
      • test_baidu_language_recognize.py Tests Baidu language recognition and translation.
      • test_detect_different_language.py Language detection test fails for Chinese in "你好".
      • test_pylrc.py LRC parsing and duration calculation.
      • test_split_different_lang.py Tests multilingual text splitting and translation effects.
      • translator.yml Clash session setup with translator, Uvicorn, and autoupdate.
    • keepalive_service Contains scripts for installing and testing keepalive service.
      • install.sh Copies keepalive file to system-wide directory.
      • test.sh Test script to check "keepalive" process is alive.
    • launch_test_enviroment.py Set up test environment with processes and services.
    • launch_test_enviroment.sh Launch script for testing environments.
    • medialang_reference Media language processing tests and references
      • audiolang.mdl Audio, video, text sequence for conversion and processing
      • audiolang.mdl.j2 Media sequence with audio, video, speed adjustments, and loops
      • processor_demo.mdl Processor demo: video playback with subtitle detection.
      • processor_multi.mdl Pipeline: Video Processing and JSON Analysis
      • recursive_audiolang.mdl Audio model configuration for subtitle detector at 1.5x speed.
      • videolang.mdl Video and audio streams with .mp4 extension, 1.5x speed
    • microsoft_xiaobing_conversation_bing Maintains active Xiaobing conversation with Bing.
      • chat_with_session_id.js Chat server using Xiaoice, manages IDs, delays, and errors.
      • test_curl_bing_search_normal_conversation_chitchat.sh Tests Bing's Python-related chat search functionality.
      • xiaobing_server_keepalive.sh Maintains active Xiaobing conversation.
    • mitm_chatbot_framework
      • README.md Advanced MITM Chatbot Framework
    • mmd_human_dance_pose
      • test_detection_yolo.py YOLOv5 model inference on image, bird confusion.
    • modify_package.sh Replace module imports with pyjom paths in Python files.
    • motion_vector_estimation Test Dockerized Motion Vector Estimation with GUI Access
      • mpegflow Testing MPEG video estimation with faulty mpegflow installation
        • init.sh Installing mpegflow from repo.
        • test.sh Test script for faulty MPEG video estimation.
      • optical_flow_colored_blocks_convolution.py Motion vector estimation with OpenCV visualization.
      • run.sh Runs Docker, mounts current directory for GUI access
      • test.py Estimates motion vectors, plots results. Uses pandas, numpy, OpenCV.
      • test.sh Motion vector estimation test script. Runs vid_h264 with options for preview and verbose logging.
    • moviepy_loop_video_till_target Test directory for looping videos until target duration.
      • loop_till_target.py Loop video clips using ffmpeg until target duration reached.
      • test.py Loops GIF till 20 seconds, saves output.
    • music_analysis Music analysis test scripts and tools.
      • bpm_tracking
        • test_audioowl.py AudioOwl BPM tracking and startup beat selection.
      • download_exciting_bgm_with_lyric.py Download exciting BGMs with lyrics using API and requests.
      • lyric_change_detector Test lyric change detection scripts.
        • download_lyric.sh Downloads JSON lyrics, extracts LRC part.
        • extract_lyrics_from_netease_json.py Extracts lyrics from Netease JSON, writes to .lrc file.
        • launch_lyric_api_server.sh Launch NeteaseCloudMusicApi server on port 4000.
        • read_lyrics.py Read LRC lyrics, store subs.
    • nearly_duplicate_frames_detection_removal Detect and remove nearly duplicate frames using OpenCV.
      • fast_vqa_test.sh Test script for nearly duplicate frame detection, k-NN (k=5), VQA on CPU.
      • knn_similar_color_extraction.py Extract similar colors, calculate percentages, assess centrality.
      • knn_spatial_similar_color_extraction.py Clustering nearly duplicate frames using OpenCV and MiniBatchKMeans.
      • pyav_effective_fps.py Measures keyframe percentage in videos using Python and AV library.
      • test.py Video scene detection and analysis with scenedetect library.
    • neo4j_cypher_builder_template_why_you_suddenly_want_to_create_exceptions_and_find_solutions_to_hot_fix_reloading_and_edit_and_continue Test Neo4j Cypher builder with exception creation and edit-and-continue issues.
      • babel_decorator.js Babel decorator logs arguments, then calls function
      • cypher_inline.js Create SQL functions, log undefined vars.
      • hy_repl_normal.py Normal HyREPL usage demonstration.
      • mtest.py Exception creation, function with exception raising and string return.
      • my_module
        • some_module.py Endless loop with hot fixes and edit-and-continue.
      • sql_inline.py Chalk library for Cypher SQL queries
      • thread_based_program.py Multithreaded, event-driven Python program.
    • nsfw_violence_drug_detection Test NSFW content detection, focusing on violence and drugs.
      • init_nsfwjs.sh Global dependencies installation: TF.js, nsfwjs, jpeg-js, express, multer.
      • launch_nodejs_server.sh Launch Node.js server for nsfw content detection tests
      • nsfwjs_gif.js Classifies GIF frames for NSFW content using TensorFlow and nsfwjs.
      • nsfwjs_test.js Detects NSFW violence drugs using image classification and TensorFlow.
      • nsfwjs_test.mjs NSFW image detection server setup.
      • porndetect_test.sh Testing NSFW image detection with JPEG and BMP.
      • post_jpg_to_nsfwjs.sh Test script for NSFW image detection API using various formats.
      • README.md Automatic censorship and editing of violent video content.
    • optical_flow Test optical flow scripts with sparse tracking on Nvidia Turing GPU.
      • mmof_test Test optical flow with MMFlow model.
        • execute_me.py Initialize MMFlow model, perform optical flow, break on 'q'.
        • get_frame_flow.py Video frames reader and saver.
      • nvidia_common.py Sets OpenCV path for Turing Nvidia architecture.
      • nvidia_of_test.py Optical flow script with grayscale, GPU calculation, visualization
      • sparse_cpu.py Sparse optical flow tracking with PyrLK and Flownet2.
    • patch_requests_timeout Tests client.py with server.py, FastAPI, timeout patching.
      • client.py Patches requests library with timeout default.
      • server.py FastAPI server, port 9341, "/" route, "hello world", 10s delay, uvicorn.
    • post_numpy_array End-to-end testing client and server with numpy arrays.
      • client.py Test client: POSTs numpy array as bytes.
      • server.py FastAPI server, image endpoint, non-blocking Uvicorn
    • pyidm_yd_dlp_download_manager_multithread
      • test.py Test script for multithreaded download managers with different libraries.
    • qq_go_cqhttp Download QQ group files with CQHTTP error handling
      • build.sh Compiles go-cqhttp.
      • launch.sh Starts CQHTTP bot.
      • tests
        • download_group_files.py Download QQ group files with error handling
    • qq_share_autojs Test QQ sharing AutoJS scripts.
      • account_management.sh Manage accounts in MobileQQ app
      • adb_autox_launch.sh Launch AutoJS v6 activity with intent action and script path on device 192.168.10.3:5555
      • adb_check_lock.sh Checks phone lock status, unlocks if needed.
      • adb_unlock.sh Unlock Android device using ADB touch events
      • appium_test.py Appium test: Android, uiautomator2, com.android.settings, search "Battery", quit driver if open.
      • appium_unlock_phone.py Unlocks Android phone without password using Appium
      • autojs_scripts QQ automation, sharing, and switching scripts directory.
        • qq_account_switch.js Switch QQ accounts with autojs
        • qq_share_auto.js QQ Share script: searches, clicks, sends, removes flag.
        • show_toast.js Displays "hello" toast notification.
        • taobao_gg_search.js Taobao music volume, custom URL, GG search, expired prompts.
        • wesee_search.js WeSee app GlobalSearchActivity input "猫猫" search.
      • launch_autojs.sh Launch AutoJS script via ShortcutActivity.
      • parse_qq_url.py Parse QQ URL, handle encoding and decoding.
      • test_qq_share.sh Auto-test QQ share with Bilibili data.
      • unlock_and_run_autox.sh Unlocks, runs Auto.js script, and monitors completion/errors.
    • random_giphy_gifs Test Giphy API with random GIFs.
      • can_we_get_tag_info_about_this.sh Download Giphy GIF's tag info
      • download_webp.sh Download GIF from URL, save as "pikachu.gif", avoid slow downloads without proxy
      • nodejs_server.js Node.js Giphy server on port 8902
      • README.md Giphy API keys and usage guide
      • test_api.js Test file for Giphy API with Pok
      • test_sdk.js Tests GiphyFetch API functions for gifs.
    • readbility_webpage_to_markdown_simplification Test Markdown simplification with node-readability and webpages.
      • README.md Test links for webpage to markdown simplification
      • test_mozilla.js Extract cat article using Readability and Mozilla library.
      • test_node_readbility.js Test: Fetch article, log details using node-readability.
      • test_readability.py Test: Webpage readability to Markdown simplification.
    • README.md Integrates recommendation system into LLM & scrapers.
    • recommendation_system Recommendation system testing directory
      • dgl_link_prediction.py DGL Link Prediction: Cora Dataset
      • karate_test.py Graph normalization, Karate club data, GCN model initialization
      • neo4j_e2e_recsys.py Neo4j Graph Database kNN Fast RP Recommendation System
    • redis_music_info_persistance Redis music info persistence tests
      • launch_redis.sh Stop Redis server, run tests.
      • test_cache.py Redis LRU cache test script
    • remove_subtle_watermark_local_contrast_ocr Tests: OCR, contrast enhancement, subtle watermark removal.
      • glche_test.py Performs image processing with contrast normalization and fusion.
      • imagej2_pyimagej_test_clahe.py CLAHE image contrast enhancement with Python and Java integration.
      • init_mclahe_numpy_only.sh Install latest optimized MCLAHE for numpy.
      • jython_imagej_test_clahe.py CLAHE-enhanced image saved in grayscale format.
      • mclahe_test.py MCLAHE image processing fails.
      • opencv_clahe.py Enhances image contrast using CLAHE on L channel.
      • README.md Remove subtle watermark via local contrast enhancement.
      • test.py Enhances image contrast and text visibility.
    • render_and_recognize_long_text_to_filter_unwanted_characters Test text recognition and rendering for multilingual complexity.
      • test_pytesseract.py Extracts text from image, may contain errors due to multilingual complexity.
      • test_render.py Generate, render, display, save text using pygame libraries.
    • search_engine_suggestion_based_qa_bot Search engine QA bot test updates
      • parse_baidu_search_ajax.py Baidu Image Search parser with title snippets, image similarity, and potential img_sim issue.
      • parse_baidu_title_abstract.py Parse Baidu titles & abstracts, generate question-answer phrases.
      • search_for_picture_embedding.py Search BaiDu image API for similar pictures, debugging included.
      • search_image_with_keywords.py BaiduSpider searches image with keyword "绝对领域"
      • test.py Search engine suggestion-based QA bot test. Handles no results, but needs API implementation.
      • test_fix.py Update BaiduSpider package for search engine suggestion-based QA bot.
    • setu_server_mail_collector_ad_poster_personalization_java
      • README.md Bilibli UID server for ad personalization
    • skin_clean
      • process_image.py Enhances facial features in image, saves results.
    • skipexception_code_and_continue_resurrection_time_travel_debugging Dynamic time travel debugging with Python tests, regex, and decorators.
      • basic.py Skips exception, continues debugging.
      • codemod_redbaron RedBaron decorator testing and debugging.
        • create_decnode.py RedBaron decorator generator
        • pasta_test.py Modifies code, preserves 'lru_cache', differentiates FunctionDef & AsyncFunctionDef.
        • recover_source.py Recover source, parse, print tree.
        • redbaron_test.py RedBaron: Async function decorator tester
        • test2.py Unprofessional, profanity-laced debugging test.
      • hook_error_handler_to_see_if_context_preserved.py Exception hook test for function context preservation.
      • minterpreter.py Interpreter for try-except blocks and function definitions.
      • return_inside_function.py Function catches exceptions, prompts user for return statement.
      • standardFunction.py Interactive error-corrected execution.
      • test.py Test script with uninitialized variable usage.
      • test_builtin_exception_with_debugpy
        • test.py Missing exception handling, potential errors.
      • test_code Dynamic time travel debugging with Python tests, regex, and decorators.
        • bowler_test.py Bowler test identifies function definitions.
        • new_test.py Test code with undefined "shit" variable in async function.
        • new_test2.py Test new_test2.py: Reloadable async function with multiple args.
        • pyjom_recover_and_rewrite.py Recover, rewrite Python files in directories.
        • recover.py Recovers Python file from reloading keywords using Comby library.
        • recover_and_rewrite.py Recover and rewrite source code function.
        • rewrite.py Rewrites Python code with Comby, @reloading decorator.
        • test.py Decorated function, inner_function with optional parameters.
        • test.sh Dynamic code reloading with regular expressions.
        • test2.py Improperly-applied decorators, unclear function purpose.
      • test_method_in_class Testing class methods with exceptions, async tasks, reload, loop.
        • test.py Testing class with reload, loop, exceptions, and async tasks.
        • test.sh Executes test.py with Python 3 for feature testing.
      • test_semgrep Test Semgrep across different files, function "foo".
        • subdir
          • test2.py Testing function 'foo' with arg 0.
        • test.py Calling function "foo" with argument 1.
        • test.sh Test Semgrep dry run, replaces 'foo($X)' with 'bar($X)'.
        • test2.py Test file: Semgrep on 'foo' function call.
    • soundhound_houndify_midomi_sound_recognize_music Cross-comparing popular music recognition APIs
      • mixed_to_simplified_chinese.py Chinese conversion script using OpenCC library.
      • shazamio_recognize_music.py Shazam library recognizes music in 12-20 seconds.
      • test.py Recognize music using Shazam, Houndify APIs.
      • test_shazamio_recognize_music.sh Test Shazam music recognition with audio file.
      • test_songrec_rust.sh Recognizes song from audio file, no matches found. Limitations on Apple Music and YouTube Music.
    • spatial_temporal_slice_pip
      • test.py Load video frames using OpenCV, handle potential issues.
    • split_long_image_into_video Test long image splits to generate video with music
      • cleanup.sh Deletes 'output' and 'editly-tmp*' folders for cleanup.
      • generate_video.py Generate video from image, delete temp files.
      • init.sh Downloads image, music, identifies source
    • still_watermark_auto_removal Automatic watermark removal testing.
      • automatic-watermark-detection
        • video_watermark_detection.py Automatic video watermark detection and removal with OpenCV.
      • EAST-Detector-for-text-detection-using-OpenCV-master Real-time OpenCV EAST text detection and removal.
        • opencv_text_detection_image.py OpenCV EAST Detector for text detection and removal
        • README.md Real-time text detection using EAST Detector in OpenCV
      • maxRectangleSolver.py Max Rectangle Solver: Detects overlaps, finds best candidate. Prints top 5 areas.
      • test_auto_video_watermark_detection.sh Automatic video watermark detection test.
    • taobao_guangguang_download_哇哦视频_淘宝逛逛_tiktok_douyin Testing Taobao Guangguang WOW video downloads for TikTok and Douyin
      • decodeTaobaoQuery.py Decode, parse, Taobao query, JSON format, print.
      • disable_ssl.js Bypasses SSL pinning with Frida
      • frida_globalswitch_apk.js Frida-enabled APK debugging, disabling SPDY/SSL, failed to hook 'Response'.
      • get_frida_codeshare_source.sh Frida CodeShare source retrieval with code injection warning.
      • get_url.py Send GET requests with cookies, print response data.
      • guangguang_update.sh Taobao API content fetch with auth cookies and POST request
      • README.md Taobao guangguang app crawler network communication.
      • run_gg.sh mitmproxy, port 8050, socks5, logging, websocket, domain confirmation, IP stability
      • run_weishi.sh Starts Mitmproxy in Socks5, listens on 8050, writes weishi.log, handles WebSocket streams.
      • taobao_query.sh TMALL_MARKET_O2O JSON data overview
      • view_weishi_capture_data.sh MITM proxy, Weishi play page, H5 environment, logs.log
      • wtf_is_this_shit.sh Download, unzip main.json from URL, save as wtf_is_this2.
    • tencent_video_recommendation_extraction Tencent video recommendation extraction tests.
      • dump_page.py Scrape QQ video page using Playwright
      • loop_all_tags.py Parses "dump.html" using BeautifulSoup, prints src/href keys for examination.
      • phantomjs_test.js PhantomJS tests URL status, retrieves HTML, outputs to console
      • playwright_with_elinks.sh Extracts video recs using Python & elinks
      • requests_html_test.py QQ video page link extractor
    • test_auto_dog_video_giphy_online_producer.py Giphy video producer, API testing with debugging.
    • test_auto_dog_video_giphy_online_producer.sh Test script for auto dog video Giphy producer.
    • test_auto_dog_video_giphy_online_producer.yaml Test online dog cat video generator in Tmux with Uvicorn server.
    • test_auto_local_producer.py Local OCR producer installation and testing script.
    • test_auto_local_producer.sh Test local producer with custom LD_LIBRARY_PATH.
    • test_auto_local_reviewer.py Test auto local reviewer: Imports, defines, initializes, and executes.
    • test_bilibili_register_video.py Bilibili video registration test.
    • test_bilibili_resolve_tid.py Test resolves subTids from given tid in Bilibili database.
    • test_commons.py Alters module path, ignores global proxies for testing.
    • test_dummy.py Tests content production and reviewing functionalities.
    • test_dummy.sh Executing Python script for testing, debugging or execution.
    • test_iterator_generator_wrapper_lazero_utils.py Test lazero iteratorWrapper with various parameters and validate results.
    • test_local_reviewer.py Test local reviewer performs directory content analysis.
    • test_manual_censor.py Test script for manual censoring.
    • test_manual_censorInterface.py Censors content with shuffled tags using censorInterface function.
    • test_medialang.py Medialang script prettification tester.
    • test_ocr_entity_detector.py OCR text detection and combination, JSON data.
    • test_remerge_demanded_cut_spans.py Test cut_spans remerging consistency.
    • test_talib_stream_ema.py Testing Talib library SMA calculation speed, Function vs Streaming API.
    • test_weibo_pets.py Automated Weibo Pets data review.
    • test_weibo_pets.sh Automated Weibo Pets testing script.
    • title_cover_generator Test news title and cover image generator functions.
      • commons.py Text preprocessing and loading in commons.py
      • gpt2_title_data_prep.py Trains data as test, creates dir if not exists, writes train to JSON, copies to test.
      • gpt2_train.sh Trains GPT-2 model for news titles.
      • paddlenlp_word_label.py Python script for text processing using Taskflow
      • pegasus_trainer.py Trains PEGASUS MT model, saves weights, 1000 epochs. Performance needs improvement.
      • pyltp_server.py Init LTP models, extract triples for relationships.
      • spacy_word_swapper.py Swaps English words with Jieba tokenizer in Spacy.
      • tokenizer.py Custom tokenizer class for T5 Pegasus, extends BertTokenizer
    • title_rewrite_paraphrase Paraphrasing tests with Python, OpenAI, ClueAI, Baidu
      • test.py Paraphrase sentences using OpenAI's GPT2 and ClueAI.
      • test_api.py Python function paraphrases Chinese text using API.
      • test_baidu_paraphrase.py Baidu language models for text paraphrasing
      • test_local.py Paraphrasing function with tokenizer and options.
    • tkinter_tag_toggle_button
      • toggle_button.py Tkinter buttons for toggling video tags.
    • topic_modeling Testing English topic modeling with Python code
      • english_test.py English Topic Modeling with NLP Tools
      • poc_english_preprocessing.py English text preprocessed, tokenized, stemmed
      • poc_english_topic_modeling.py Topic modeling Python code using CountVectorizer and LDA
    • unittest_aegisub_ass_configure.py Test Aegisub ASS template configuration with unittest.
    • unittest_async_function_type.py Async function types comparison and usage.
    • unittest_bezier_evaluate.py Bezier curve testing, Seaborn/Matplotlib, evaluation.
    • unittest_bezier_fitting_bias_skew_baidu_resnet_animals_detection_hyperopt.py Hyperopt-tuned Bezier network for animal detection
    • unittest_bilibili_login.py Unittest script for Bilibili login.
    • unittest_bilibili_recommendation_server.py Automated Bilibili recommendation server testing.
    • unittest_bilibili_video_upload.py Bilibili video upload with FFmpeg and temp files. Testing credentials.
    • unittest_caer_fps_kitty_9.5.py Python script finds FPS of video file.
    • unittest_caer_get_gif_width_height.py Tests Caer's video resolution extraction
    • unittest_chain.py Chain module doubt, list power.
    • unittest_check_video_corrput.py Tests video for corruption using FFmpeg and stderr.
    • unittest_cirular_import.py Testing circular imports using direct execution.
    • unittest_clean_lrc.py Tests: Unittest for clean LRC lyrics processing.
    • unittest_convolution_bilibili_translate_text_detect.py Video processing with image functions, JSON, bounding boxes, and rectangles.
    • unittest_cv2_rectangle.py Draws a white rectangle on black image.
    • unittest_extract_cat_cover_from_video.py Extracts covers for pet videos from Bilibili using yt_dlp and image processing.
    • unittest_extract_tags_tfidf.py Extract top 5 Chinese keywords from text.
    • unittest_ffmpeg_args.py Processes videos with FFmpeg commands.
    • unittest_ffmpeg_cropdetect_from_image_parse_log.py Detects cropped areas using ffmpeg and OpenCV, crops based on threshold.
    • unittest_ffmpeg_delogo_parser.py DelogoParser: remove logos, video stream processing, error handling.
    • unittest_ffmpeg_overlay_boxblur.py Gaussian blur, overlay, scale video stream.
    • unittest_ffmpegVideoPreProductionFilter.py Tests ffmpeg text detection on videos.
    • unittest_full_text_search_peewee_sqlite.py SQLite full-text search setup and testing.
    • unittest_get_subtid_name_and_majortid_name.py Test unittest: Get major/minor topic names and IDs.
    • unittest_houghline_dog_blur_detection.py Image blur detection, edge detection, Hough lines displayed.
    • unittest_lazero_external_downloader.py Downloads, checks, deletes, saves and reports.
    • unittest_mathlib_ranges_continual.py Continual range merging with mathlib, results printed.
    • unittest_music_recognition.py Test music recognition backends' accuracy and response time.
    • unittest_musictoolbox_netease_music_lyric.py Test netease music lyrics retrieval from pyjom library.
    • unittest_nsfw_video_score.py NSFW video detection and compliance posting. GIFs only, picture caution.
    • unittest_ocr_filter_large_area_of_text.py Optimize OCR for large text areas using EasyOCRReader.
    • unittest_online_topic_generator_giphy.py Online topic generator with video filtering and validation.
    • unittest_paddlehub_animal_resnet.py Test PaddleHub Animal ResNet for dog-cat classification accuracy.
    • unittest_photo_histogram_match_0.2.py Image processing, text removal, color distribution transfer, displayed images.
    • unittest_property_decorator.py Dynamic property increment example.
    • unittest_sqlalchemy_1.3_alternative_wrapper_peewee.py Tests SQLAlchemy-Peewee integration with CRUD, Bilibili checks and username handling
    • unittest_tempfile_generator.py Generates temp files, prints content.
    • unittest_translate_lyrictoolbox.py Translates lyrics using DeepL backend, prints results.
    • unittest_update_peewee_while_get.py Peewee database, BilibiliUser model, update username.
    • unittest_video_cover_extraction_dog_cat_detections.py YOLOv5 for dog/cat cover detection.
    • unittest_video_sampler.py Video sampler script with commented breakpoint.
    • unittest_yolov5_dog_cat_filter_filesystemreviewer.py Video cat and dog detection with PaddleResnet50 and YOLOv5.
    • update_progressbar_network Network progress bar tests for FastAPI, configuring tmux sessions.
      • client.py NetProgressbar class establishes connection, resets, and updates progress bar through HTTP requests.
      • load_session.sh Kills session, loads new one with test.yaml
      • test.py Progress updates via network on tqdm bars in FastAPI.
      • test.sh Runs Uvicorn web server, critical log level, auto-reloading
      • test.yaml Configures tmux session for parallel test execution.
    • vapoursynth_linux_test Linux VapourSynth tests: analysis, scripting, upscaling.
      • basic_test.py VapourSynth Python test: load, transpose, output. Opencv for preview.
      • cloneBasicRepo.sh Clone four repositories for Linux, macOS software components.
      • denoise_and_upscale_samoyed.py Improves GIF quality via denoising, upscaling.
      • ffmpeg_pip_examine.sh Captures screenshots at specified timestamps with ffmpeg.
      • improve_video_quality.sh Improve video quality using vspipe and ffmpeg
      • make_vapoursynth_autoload.sh VapourSynth configurator script.
      • motion_estimation.sh FFmpeg video processing with motion estimation and filters.
      • pip_examine.sh Pip examine: Captures FFmpeg screenshots at specific timestamps.
      • previewTestVideo.sh Linux VapourSynth preview, FFplay visualization. No frame-by-frame slider.
      • pure_ffmpeg_interpolate_resolution_denoise.sh FFmpeg, TensorFlow, Super Resolution, Edge Preserving Blur, Anaconda libraries for CUDA toolkit and CuDNN.
      • scene_change_detection.sh FFmpeg, video processing, scene change detection, FFmpeg, 0.1 threshold
      • test.sh Vspipe processes VapourSynth script in y4m format.
      • test_ffmpeg_docker.sh Upscale video with ffmpeg-tensorflow Docker
      • view_test.py VapourSynth preview issue with FFMS2 source, OpenCV potential solution
    • video_detector_tests Motion-based YOLO video detector tests.
      • cocoNames.py MS COCO dataset mappings for image classification.
      • detectron2_model_zoo_url.py Maps Detectron2 COCO model names to URLs and checkpoints.
      • detectron2_norfair.py Detects "person" or "dog" using Detectron2 and OpenCV
      • frameDifference.py Motion detection using frame differences and OpenCV
      • mathlib.py Merges overlapping intervals with Sympy, returns unified boundaries.
      • motion_github.py Motion detection algorithm in video capture.
      • motion_gpl.sh Kills motion, captures webcam video, then starts Motion.
      • pip_meanVariance_stablize.py Mean Variance Stabilization: Plots & Filters
      • rect_active_rect_frame_difference.py Merges frame difference, rectangle detection, calculates active rect.
      • rect_corner_detect_fast.py Optimizing corner detection for Canny edge detector.
      • rect_detect.py Rectangle-based line detection using OpenCV
      • rectangle_framedifference.py Continuous frame capturing, object detection & tracking with motion detector.
      • rectangle_test.py Motion detector for objects with stability fixes
      • siamMask SiamMask demo and installation test suite.
        • demo.sh Run SiamMask demo using Python 3.
        • setup.sh Install SiamMask, retrieve pre-trained models.
      • singleTracker.py Track dogs with YOLOv5 in videos
      • yolo.py YOLOv5 video object detection and text extraction.
      • yolo_norfair.py YOLO video detector, tracks instances on COCO dataset.
    • video_phash_deduplication Test video phash deduplication functionality.
      • config_milvus.sh Milvus configuration setup script
      • README.md Deduplicates identical video files and intervals.
      • test_image_hash.py Calculates image color hash values and compares differences.
      • test_image_hash_milvus_database_search.py Test: Image hash search in Milvus database.
      • test_milvus.py Debugging Milvus database operations and ID retrieval.
      • test_milvus_library.py Milvus library: collections, deduplication, indexing.
      • test_video_hash.py Test video phash calculation and deduplication.
    • video_script_generation_reconstruction Video script generation and reconstruction testing.
      • lstm_trial.py LSTM layer, input/output shapes printed
      • raw_data_cut.py Video script generation with RNN and convolution.
      • raw_data_understanding.py Randomly generates video and audio data shapes.
      • README.md Video AI tools for feature extraction and summarization.
      • spp_any_video.py VideoCutNet, LSTM, SPP, Gradient Descent
      • spp_module.py Spatial Pyramid Pooling for Convolutional Output
    • viral_video_experiments
      • init.sh Initialize viral video experiment setup. Clone ViralCaster, 360ImageSearch, BaiduSerchImgApi.
    • voice_detect_extract_split Test voice detection, extraction, and splitting.
      • paddlespeech
        • test.sh Test PaddleSpeech ASR with TTS in Chinese language.
      • spleeter Audio separation and testing with Spleeter.
        • download_models.sh Download pretrained spleeter models using curl.
        • README.md Spleeter: Split Audio Using Hugging Face or WNNL
        • spleeter_init.sh Installs Spleeter 2.1.0 and imports 4 stems.
        • test.sh Separate audio file using Spleeter, issues with separation.
        • test2.sh Test script with Spleeter 2-stems separation, issues in second process.
    • youtube_shorts_heuristic_search YouTube Shorts heuristic search testing.
      • heuristic_model.py Heuristic model for server-based YouTube search queries.
      • README.md YouTube Shorts search and limitations.