092dfbb796
19 Commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
Henry Ruhs
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092dfbb796
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Next (#487)
* Fix voice extractor (#483) * changes * changes * Minor cleanup * Use 48000 everywhere * Fix test * Balance between processing and VRAM * Warmup the read_static_voice() cache * Warmup the read_static_voice() cache * Simplify replace_audio to prevent FFmpeg 7 infite loop * Fix potential exception in conditional download * Add more deoldify models * Rename eye-glasses to glasses, Prepare release 2.5.1 --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> |
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Henry Ruhs
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4ccf4c24c7
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Next (#477)
* Add real_hatgan_x4 model * Mark it as NEXT * Force download to be executed and exit * Fix frame per second interpolation * 5 to 68 landmark (#456) * changes * changes * Adjust model url * Cleanup 5 to 68 landmark convertion * Move everything to face analyser * Introduce matrix only face helper * Revert facefusion.ini * Adjust limit due false positive analysis * changes (#457) * Use pixel format yuv422p to merge video * Fix some code * Minor cleanup * Add gpen_bfr_1024 and gpen_bfr_2048 * Revert it back to yuv420p due compatibility issues * Add debug back to ffmpeg * Add debug back to ffmpeg * Migrate to conda (#461) * Migrate from venv to conda * Migrate from venv to conda * Message when conda is not activated * Use release for every slider (#463) * Use release event handler for every slider * Move more sliders to release handler * Move more sliders to release handler * Add get_ui_components() to simplify code * Revert some changes on frame slider * Add the first iteration of a frame colorizer * Support for the DDColor model * Improve model file handling * Improve model file handling part2 * Remove deoldify * Remove deoldify * Voice separator (#468) * changes * changes * changes * changes * changes * changes * Rename audio extractor to voice extractor * Cosmetic changes * Cosmetic changes * Fix fps lowering and boosting * Fix fps lowering and boosting * Fix fps lowering and boosting * Some refactoring for audio.py and some astype() here and there (#470) * Some refactoring for audio.py and some astype() here and there * Fix lint * Spacing * Add mp3 to benchmark suite for lip syncer testing * Improve naming * Adjust chunk size * Use higher quality * Revert "Use higher quality" This reverts commit |
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Henry Ruhs
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6e67d7bff6
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2.4.1 (#442)
* Update official url for cuda 12-2 wheels * Fix preview for audio to image * Prevent download loop when remote is unreachable * Prevent download loop when remote is unreachable * changes (#444) * Tidy up monkey patch * Use cpu core count for concurrency count * Dynamic concurrency_count for ideal Gradio performance * Conditional download face analyser models * Fix testing via pre_check() * Introduce checking to process manager for blocking the UI * Introduce checking to process manager for blocking the UI * Introduce checking to process manager for blocking the UI * Introduce checking to process manager for blocking the UI * Move the blocking while model download to the correct position * Remove unused imports --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> |
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Henry Ruhs
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7609df6747
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Next (#436)
* Rename landmark 5 variables * Mark as NEXT * Render tabs for multiple ui layout usage * Allow many face detectors at once, Add face detector tweaks * Remove face detector tweaks for now (kinda placebo) * Fix lint issues * Allow rendering the landmark-5 and landmark-5/68 via debugger * Fix naming * Convert face landmark based on confidence score * Convert face landmark based on confidence score * Add scrfd face detector model (#397) * Add scrfd face detector model * Switch to scrfd_2.5g.onnx model * Just some renaming * Downgrade OpenCV, Add SYSTEM_VERSION_COMPAT=0 for MacOS * Improve naming * prepare detect frame outside of semaphore * Feat/process manager (#399) * Minor naming * Introduce process manager to start and stop * Introduce process manager to start and stop * Introduce process manager to start and stop * Introduce process manager to start and stop * Introduce process manager to start and stop * Remove useless test for now * Avoid useless variables * Show stop once is_processing is True * Allow to stop ffmpeg processing too * Implement output image resolution (#403) * Implement output image resolution * Reorder code * Simplify output logic and therefore fix bug * Frame-enhancer-onnx (#404) * changes * changes * changes * changes * add models * update workflow * Some cleanup * Some cleanup * Feat/frame enhancer polishing (#410) * Some cleanup * Polish the frame enhancer * Frame Enhancer: Add more models, optimize processing * Minor changes * Improve readability of create_tile_frames and merge_tile_frames * We don't have enough models yet * Feat/face landmarker score (#413) * Introduce face landmarker score * Fix testing * Fix testing * Use release for score related sliders * Reduce face landmark fallbacks * Scores and landmarks in Face dict, Change color-theme in face debugger * Scores and landmarks in Face dict, Change color-theme in face debugger * Fix some naming * Add 8K support (for whatever reasons) * Fix testing * Using get() for face.landmarks * Introduce statistics * More statistics * Limit the histogram equalization * Enable queue() for default layout * Improve copy_image() * Fix error when switching detector model * Always set UI values with globals if possible * Use different logic for output image and output video resolutions * Enforce re-download if file size is off * Remove unused method * Remove unused method * Remove unused warning filter * Improved output path normalization (#419) * Handle some exceptions * Handle some exceptions * Cleanup * Prevent countless thread locks * Listen to user feedback * Fix webp edge case * Feat/cuda device detection (#424) * Introduce cuda device detection * Introduce cuda device detection * it's gtx * Move logic to run_nvidia_smi() * Finalize execution device naming * Finalize execution device naming * Merge execution_helper.py to execution.py * Undo lowercase of values * Undo lowercase of values * Finalize naming * Add missing entry to ini * fix lip_syncer preview (#426) * fix lip_syncer preview * change * Refresh preview on trim changes * Cleanup frame enhancers and remove useless scale in merge_video() (#428) * Keep lips over the whole video once lip syncer is enabled (#430) * Keep lips over the whole video once lip syncer is enabled * changes * changes * Fix spacing * Use empty audio frame on silence * Use empty audio frame on silence * Fix ConfigParser encoding (#431) facefusion.ini is UTF8 encoded but config.py doesn't specify encoding which results in corrupted entries when non english characters are used. Affected entries: source_paths target_path output_path * Adjust spacing * Improve the GTX 16 series detection * Use general exception to catch ParseError * Use general exception to catch ParseError * Host frame enhancer models4 * Use latest onnxruntime * Minor changes in benchmark UI * Different approach to cancel ffmpeg process * Add support for amd amf encoders (#433) * Add amd_amf encoders * remove -rc cqp from amf encoder parameters * Improve terminal output, move success messages to debug mode * Improve terminal output, move success messages to debug mode * Minor update * Minor update * onnxruntime 1.17.1 matches cuda 12.2 * Feat/improved scaling (#435) * Prevent useless temp upscaling, Show resolution and fps in terminal output * Remove temp frame quality * Remove temp frame quality * Tiny cleanup * Default back to png for temp frames, Remove pix_fmt from frame extraction due mjpeg error * Fix inswapper fallback by onnxruntime * Fix inswapper fallback by major onnxruntime * Fix inswapper fallback by major onnxruntime * Add testing for vision restrict methods * Fix left / right face mask regions, add left-ear and right-ear * Flip right and left again * Undo ears - does not work with box mask * Prepare next release * Fix spacing * 100% quality when using jpg for temp frames * Use span_kendata_x4 as default as of speed * benchmark optimal tile and pad * Undo commented out code * Add real_esrgan_x4_fp16 model * Be strict when using many face detectors --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> Co-authored-by: aldemoth <159712934+aldemoth@users.noreply.github.com> |
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Henry Ruhs
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c77493ff9a
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Next (#384)
* feat/yoloface (#334)
* added yolov8 to face_detector (#323)
* added yolov8 to face_detector
* added yolov8 to face_detector
* Initial cleanup and renaming
* Update README
* refactored detect_with_yoloface (#329)
* refactored detect_with_yoloface
* apply review
* Change order again
* Restore working code
* modified code (#330)
* refactored detect_with_yoloface
* apply review
* use temp_frame in detect_with_yoloface
* reorder
* modified
* reorder models
* Tiny cleanup
---------
Co-authored-by: tamoharu <133945583+tamoharu@users.noreply.github.com>
* include audio file functions (#336)
* Add testing for audio handlers
* Change order
* Fix naming
* Use correct typing in choices
* Update help message for arguments, Notation based wording approach (#347)
* Update help message for arguments, Notation based wording approach
* Fix installer
* Audio functions (#345)
* Update ffmpeg.py
* Create audio.py
* Update ffmpeg.py
* Update audio.py
* Update audio.py
* Update typing.py
* Update ffmpeg.py
* Update audio.py
* Rename Frame to VisionFrame (#346)
* Minor tidy up
* Introduce audio testing
* Add more todo for testing
* Add more todo for testing
* Fix indent
* Enable venv on the fly
* Enable venv on the fly
* Revert venv on the fly
* Revert venv on the fly
* Force Gradio to shut up
* Force Gradio to shut up
* Clear temp before processing
* Reduce terminal output
* include audio file functions
* Enforce output resolution on merge video
* Minor cleanups
* Add age and gender to face debugger items (#353)
* Add age and gender to face debugger items
* Rename like suggested in the code review
* Fix the output framerate vs. time
* Lip Sync (#356)
* Cli implementation of wav2lip
* - create get_first_item()
- remove non gan wav2lip model
- implement video memory strategy
- implement get_reference_frame()
- implement process_image()
- rearrange crop_mask_list
- implement test_cli
* Simplify testing
* Rename to lip syncer
* Fix testing
* Fix testing
* Minor cleanup
* Cuda 12 installer (#362)
* Make cuda nightly (12) the default
* Better keep legacy cuda just in case
* Use CUDA and ROCM versions
* Remove MacOS options from installer (CoreML include in default package)
* Add lip-syncer support to source component
* Add lip-syncer support to source component
* Fix the check in the source component
* Add target image check
* Introduce more helpers to suite the lip-syncer needs
* Downgrade onnxruntime as of buggy 1.17.0 release
* Revert "Downgrade onnxruntime as of buggy 1.17.0 release"
This reverts commit
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Henry Ruhs
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f6e56a3d8c
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Next (#318)
* renaming and restructuring (#282) * Renaming and restructuring * Renaming and restructuring * Renaming and restructuring * Fix gender detection * Implement distance to face debugger * Implement distance to face debugger part2 * Implement distance to face debugger part3 * Mark as next * Fix reference when face_debugger comes first * Use official onnxruntime nightly * CUDA on steroids * CUDA on steroids * Add some testing * Set inswapper_128_fp16 as default * Feat/block until post check (#292) * Block until download is done * Introduce post_check() * Fix webcam * Update dependencies * Add --force-reinstall to installer * Introduce config ini (#298) * Introduce config ini * Fix output video encoder * Revert help listings back to commas, Move SSL hack to download.py * Introduce output-video-preset which defaults to veryfast * Mapping for nvenc encoders * Rework on events and non-blocking UI * Add fast bmp to temp_frame_formats * Add fast bmp to temp_frame_formats * Show total processing time on success * Show total processing time on success * Show total processing time on success * Move are_images, is_image and is_video back to filesystem * Fix some spacings * Pissing everyone of by renaming stuff * Fix seconds output * feat/video output fps (#312) * added output fps slider, removed 'keep fps' option (#311) * added output fps slider, removed 'keep fps' option * now uses passed fps instead of global fps for ffmpeg * fps values are now floats instead of ints * fix previous commit * removed default value from fps slider this is so we can implement a dynamic default value later * Fix seconds output * Some cleanup --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> * Allow 0.01 steps for fps * Make fps unregulated * Make fps unregulated * Remove distance from face debugger again (does not work) * Fix gender age * Fix gender age * Hotfix benchmark suite * Warp face normalize (#313) * use normalized kp templates * Update face_helper.py * My 50 cents to warp_face() --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * face-swapper-weight (#315) * Move prepare_crop_frame and normalize_crop_frame out of apply_swap * Fix UI bug with different range * feat/output video resolution (#316) * Introduce detect_video_resolution, Rename detect_fps to detect_video_fps * Add calc_video_resolution_range * Make output resolution work, does not auto-select yet * Make output resolution work, does not auto-select yet * Try to keep the origin resolution * Split code into more fragments * Add pack/unpack resolution * Move video_template_sizes to choices * Improve create_video_resolutions * Reword benchmark suite * Optimal speed for benchmark * Introduce different video memory strategies, rename max_memory to max… (#317) * Introduce different video memory strategies, rename max_memory to max_system_memory * Update readme * Fix limit_system_memory call * Apply video_memory_strategy to face debugger * Limit face swapper weight to 3.0 * Remove face swapper weight due bad render outputs * Show/dide logic for output video preset * fix uint8 conversion * Fix whitespace * Finalize layout and update preview * Fix multi renders on face debugger * Restore less restrictive rendering of preview and stream * Fix block mode for model downloads * Add testing * Cosmetic changes * Enforce valid fps and resolution via CLI * Empty config * Cosmetics on args processing * Memory workover (#319) * Cosmetics on args processing * Fix for MacOS * Rename all max_ to _limit * More fixes * Update preview * Fix whitespace --------- Co-authored-by: Ran Shaashua <47498956+ranshaa05@users.noreply.github.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> |
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Henry Ruhs
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b267629161
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2.1.2 (#271)
* Fix round issues on CLI arguments with range * Refresh face references on frame processor change * Add cuda 12 support to installer * Add cuda 12 support to installer * Add cuda 12 support to installer * Add cuda 12 support to installer * Simplify check * Simplify check |
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Henry Ruhs
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3a5fe2a602
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2.1.0 (#253)
* Operating system specific installer options * Update dependencies * Sorting before NMS according to the standard * Minor typing fix * Change the wording * Update preview.py (#222) Added a release listener to the preview frame slider, this will update the frame preview with the latest frame * Combine preview slider listener * Remove change listener * Introduce multi source (#223) * Implement multi source * Adjust face enhancer and face debugger to multi source * Implement multi source to UI * Implement multi source to UI part2 * Implement multi source to UI part3 * Implement multi source to UI part4 * Some cleanup * Add face occluder (#225) (#226) * Add face occluder (#225) * add face-occluder (commandline only) * review 1 * Update face_masker.py * Update face_masker.py * Add gui & fix typing * Minor naming cleanup * Minor naming cleanup part2 --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * Update usage information * Fix averaged normed_embedding * Remove blur from face occluder, enable accelerators * Switch to RANSAC with 100 threshold * Update face_enhancer.py (#229) * Update face_debugger.py (#230) * Split utilities (#232) * Split utilities * Split utilities part2 * Split utilities part3 * Split utilities part4 * Some cleanup * Implement log level support (#233) * Implement log level support * Fix testing * Implement debug logger * Implement debug logger * Fix alignment offset (#235) * Update face_helper.py * fix 2 * Enforce virtual environment via installer * Enforce virtual environment via installer * Enforce virtual environment via installer * Enforce virtual environment via installer * Feat/multi process reference faces (#239) * Multi processing aware reference faces * First clean up and joining of files * Finalize the face store * Reduce similar face detection to one set, use __name__ for scopes in logger * Rename to face_occluder * Introduce ModelSet type * Improve webcam error handling * Prevent null pointer on is_image() and is_video() * Prevent null pointer on is_image() and is_video() * Fix find similar faces * Fix find similar faces * Fix process_images for face enhancer * Bunch of minor improvements * onnxruntime for ROCM under linux * Improve mask related naming * Fix falsy import * Fix typo * Feat/face parser refactoring (#247) * Face parser update (#244) * face-parser * Update face_masker.py * update debugger * Update globals.py * Update face_masker.py * Refactor code to split occlusion from region * fix (#246) * fix * fix debugger resolution * flip input to horizontal * Clean up UI * Reduce the regions to inside face only * Reduce the regions to inside face only --------- Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> * Fix enhancer, remove useless dest in add_argument() * Prevent unselect of the face_mask_regions via UI * Prepare next release * Shorten arguments that have choices and nargs * Add missing clear to face debugger --------- Co-authored-by: Mathias <github@feroc.de> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com> |
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Henry Ruhs
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6587d2def1
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Next (#216)
* Simplify bbox access
* Code cleanup
* Simplify bbox access
* Move code to face helper
* Swap and paste back without insightface
* Swap and paste back without insightface
* Remove semaphore where possible
* Improve paste back performance
* Cosmetic changes
* Move the predictor to ONNX to avoid tensorflow, Use video ranges for prediction
* Make CI happy
* Move template and size to the options
* Fix different color on box
* Uniform model handling for predictor
* Uniform frame handling for predictor
* Pass kps direct to warp_face
* Fix urllib
* Analyse based on matches
* Analyse based on rate
* Fix CI
* ROCM and OpenVINO mapping for torch backends
* Fix the paste back speed
* Fix import
* Replace retinaface with yunet (#168)
* Remove insightface dependency
* Fix urllib
* Some fixes
* Analyse based on matches
* Analyse based on rate
* Fix CI
* Migrate to Yunet
* Something is off here
* We indeed need semaphore for yunet
* Normalize the normed_embedding
* Fix download of models
* Fix download of models
* Fix download of models
* Add score and improve affine_matrix
* Temp fix for bbox out of frame
* Temp fix for bbox out of frame
* ROCM and OpenVINO mapping for torch backends
* Normalize bbox
* Implement gender age
* Cosmetics on cli args
* Prevent face jumping
* Fix the paste back speed
* FIx import
* Introduce detection size
* Cosmetics on face analyser ARGS and globals
* Temp fix for shaking face
* Accurate event handling
* Accurate event handling
* Accurate event handling
* Set the reference_frame_number in face_selector component
* Simswap model (#171)
* Add simswap models
* Add ghost models
* Introduce normed template
* Conditional prepare and normalize for ghost
* Conditional prepare and normalize for ghost
* Get simswap working
* Get simswap working
* Fix refresh of swapper model
* Refine face selection and detection (#174)
* Refine face selection and detection
* Update README.md
* Fix some face analyser UI
* Fix some face analyser UI
* Introduce range handling for CLI arguments
* Introduce range handling for CLI arguments
* Fix some spacings
* Disable onnxruntime warnings
* Use cv2.blur over cv2.GaussianBlur for better performance
* Revert "Use cv2.blur over cv2.GaussianBlur for better performance"
This reverts commit
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Henry Ruhs
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a6809c3ccb
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Next (#144)
* Improve typing for our callbacks * Return 0 for get_download_size * Introduce ONNX powered face enhancer * Introduce ONNX powered face enhancer * Introduce ONNX powered face enhancer * Remove tile processing from frame enhancer * Fix video compress translation for libvpx-vp9 * Allow zero values for video compression * Develop (#134) * Introduce model options to the frame processors * Finish UI to select frame processors models * Simplify frame processors options * Fix lint in CI * Rename all kind of settings to options * Add blend to enhancers * Simplify webcam mode naming * Bypass SSL issues under Windows * Fix blend of frame enhancer * Massive CLI refactoring, Register and apply ARGS via the frame processors * Refine UI theme and introduce donate button * Update dependencies and fix cpu only torch * Update dependencies and fix cpu only torch * Fix theme, Fix frame_processors in headless mode * Remove useless astype * Disable CoreML for the ONNX face enhancer * Disable CoreML for the ONNX face enhancer * Predict webcam too * Improve resize of preview * Change output quality defaults, Move options to the right * Support for codeformer model * Update the typo * Add GPEN and GFPGAN 1.2 * Extract blend_frame methods * Extend the installer * Revert broken Gradio * Rework on ui components * Move output path selector to the output options * Remove tons of pointless component updates * Reset more base theme styling * Use latest Gradio * Fix the sliders * More styles * Update torch to 2.1.0 * Add RealESRNet_x4plus * Fix that button * Use latest onnxruntime-silicon * Looks stable to me * Lowercase model keys, Update preview and readme |
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Henry Ruhs
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95bac6668c
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Next (#122)
* Clear VRAM of face analyser on post process * Mark as NEXT * Reduce tensorflow memory to 512 MB * Cosmetics on installer * Add is_download_done to pre_process() hook to prevent errors * Use latest onnxruntime * Testing for download methods, Make get_download_size more robust * Testing for download methods * Introduce --skip-download argument * Catch exception causes by a firewall * Looks stable to me |
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Henry Ruhs
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66ea4928f8
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Next (#107)
* Allow passing the onnxruntime to install.py * Fix CI * Disallow none execution providers in the UI * Use CV2 to detect fps * Respect trim on videos with audio * Respect trim on videos with audio (finally) * Implement caching to speed up preview and webcam * Define webcam UI and webcam performance * Remove layout from components * Add primary buttons * Extract benchmark and webcam settings * Introduce compact UI settings * Caching for IO and **** prediction * Caching for IO and **** prediction * Introduce face analyser caching * Fix some typing * Improve setup for benchmark * Clear image cache via post process * Fix settings in UI, Simplify restore_audio() using shortest * Select resolution and fps via webcam ui * Introduce read_static_image() to stop caching temp images * Use DirectShow under Windows * Multi-threading for webcam * Fix typing * Refactor frame processor * Refactor webcam processing * Avoid warnings due capture.isOpened() * Resume downloads (#110) * Introduce resumable downloads * Fix CURL commands * Break execution_settings into pieces * Cosmetic changes on cv2 webcam * Update Gradio * Move face cache to own file * Uniform namings for threading * Fix sorting of get_temp_frame_paths(), extend get_temp_frames_pattern() * Minor changes from the review * Looks stable to tme * Update the disclaimer * Update the disclaimer * Update the disclaimer |
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Henry Ruhs
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82eaf76da8
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Develop (#73)
* Cosmetic changes * Cosmetic changes * Run single warm up for the benchmark suite * Use latest version of Gradio * More testing * Introduce basic installer * Fix typo * Move more to installer file * Fix the installer with the uninstall all trick * Adjust wording * Fix coreml in installer * Allow Pyhton 3.9 * Add VENV to installer * Just some cosmetics * Just some cosmetics * Dedicated headless mode, Refine API of UI layouts * Use --headless for pytest * Fix testing for Windows * Normalize output path that lacks extension * Fix CI for Windows * Fix CI for Windows * UI to change output path * Add conda support for the installer * Improve installer quite a bit * Drop conda support * Install community wheels for coreml silicon * Improve output video component * Fix silicon wheel downloading * Remove venv from installer as we cannot activate via subprocess * Use join to create wheel name * Refine the output path normalization * Refine the output path normalization * Introduce ProcessMode and rename some methods * Introduce ProcessMode and rename some methods * Basic webcam integration and open_ffmpeg() * Basic webcam integration part2 * Benchmark resolutions now selectable * Rename benchmark resolution back to benchmark runs * Fix repeating output path in UI * Keep output_path untouched if not resolvable * Add more cases to normalize output path * None for those tests that don't take source path into account * Finish basic webcam integration, UI layout now with custom run() * Fix CI and hide link in webcam UI * Cosmetics on webcam UI * Move get_device to utilities * Fix CI * Introduce output-image-quality, Show and hide UI according to target media type * Benchmark with partial result updates * fix: trim frame sliders not appearing after draggin video * fix: output and temp frame setting inputs not appearing * Fix: set increased update delay to 250ms to let Gradio update conditional inputs properly * Reverted .gitignore * Adjust timings * Remove timeout hacks and get fully event driven * Update dependencies * Update dependencies * Revert NSFW library, Conditional unset trim args * Face selector works better on preview slider release * Add limit resources to UI * Introduce vision.py for all CV2 operations, Rename some methods * Add restoring audio failed * Decouple updates for preview image and preview frame slider, Move reduce_preview_frame to vision * Refactor detect_fps based on JSON output * Only webcam when open * More conditions to vision.py * Add udp and v4l2 streaming to webcam UI * Detect v4l2 device to be used * Refactor code a bit * Use static max memory for UI * Fix CI * Looks stable to me * Update preview * Update preview --------- Co-authored-by: Sumit <vizsumit@gmail.com> |
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henryruhs
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0c34dd846c | Simplify code and reduce to 25fps by default | ||
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henryruhs
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09c2fb2f46 | Respect the trim frame args on UI launch | ||
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henryruhs
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49061f133d | Finish tests for extract_frames() | ||
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henryruhs
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ca206f1c99 | First set for extract_frames() | ||
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henryruhs
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bead4a6c5f | Basic testing for detect_fps | ||
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henryruhs
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8d1da5ad49 | Let's get started with pytest |