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facefusion/tests/test_normalizer.py

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3.5.0 (#977) * Mark as NEXT * Reduce caching to avoid RAM explosion * Reduce caching to avoid RAM explosion * Update dependencies * add face-detector-pad-factor * update facefusion.ini * fix test * change pad to margin * fix order * add prepare margin * use 50% max margin * Minor fixes part2 * Minor fixes part3 * Minor fixes part4 * Minor fixes part1 * Downgrade onnxruntime as of BiRefNet broken on CPU add test update update facefusion.ini add birefnet * rename models add more models * Fix versions * Add .claude to gitignore * add normalize color add 4 channel add colors * worflows * cleanup * cleanup * cleanup * cleanup * add more models (#961) * Fix naming * changes * Fix style and mock Gradio * Fix style and mock Gradio * Fix style and mock Gradio * apply clamp * remove clamp * Add normalizer test * Introduce sanitizer for the rescue (#963) * Introduce sanitizer for the rescue * Introduce sanitizer for the rescue * Introduce sanitizer for the rescue * prepare ffmpeg for alpha support * Some cleanup * Some cleanup * Fix CI * List as TypeAlias is not allowed (#967) * List as TypeAlias is not allowed * List as TypeAlias is not allowed * List as TypeAlias is not allowed * List as TypeAlias is not allowed * Add mpeg and mxf support (#968) * Add mpeg support * Add mxf support * Adjust fix_xxx_encoder for the new formats * Extend output pattern for batch-run (#969) * Extend output pattern for batch-run * Add {target_extension} to allowed mixed files * Catch invalid output pattern keys * alpha support * cleanup * cleanup * add ProcessorOutputs type * fix preview and streamer, support alpha for background_remover * Refactor/open close processors (#972) * Introduce open/close processors * Add locales for translator * Introduce __autoload__ for translator * More cleanup * Fix import issues * Resolve the scope situation for locals * Fix installer by not using translator * Fixes after merge * Fixes after merge * Fix translator keys in ui * Use LOCALS in installer * Update and partial fix DirectML * Use latest onnxruntime * Fix performance * Fix lint issues * fix mask * fix lint * fix lint * Remove default from translator.get() * remove 'framerate=' * fix test * Rename and reorder models * Align naming * add alpha preview * fix frame-by-frame * Add alpha effect via css * preview support alpha channel * fix preview modes * Use official assets repositories * Add support for u2net_cloth * fix naming * Add more models * Add vendor, license and year direct to the models * Add vendor, license and year direct to the models * Update dependencies, Minor CSS adjustment * Ready for 3.5.0 * Fix naming * Update about messages * Fix return * Use groups to show/hide * Update preview * Conditional merge mask * Conditional merge mask * Fix import order --------- Co-authored-by: harisreedhar <h4harisreedhar.s.s@gmail.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2025-11-03 14:05:15 +01:00
from facefusion.normalizer import normalize_color, normalize_fps, normalize_space
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>
2023-12-20 00:00:32 +01:00
3.5.0 (#977) * Mark as NEXT * Reduce caching to avoid RAM explosion * Reduce caching to avoid RAM explosion * Update dependencies * add face-detector-pad-factor * update facefusion.ini * fix test * change pad to margin * fix order * add prepare margin * use 50% max margin * Minor fixes part2 * Minor fixes part3 * Minor fixes part4 * Minor fixes part1 * Downgrade onnxruntime as of BiRefNet broken on CPU add test update update facefusion.ini add birefnet * rename models add more models * Fix versions * Add .claude to gitignore * add normalize color add 4 channel add colors * worflows * cleanup * cleanup * cleanup * cleanup * add more models (#961) * Fix naming * changes * Fix style and mock Gradio * Fix style and mock Gradio * Fix style and mock Gradio * apply clamp * remove clamp * Add normalizer test * Introduce sanitizer for the rescue (#963) * Introduce sanitizer for the rescue * Introduce sanitizer for the rescue * Introduce sanitizer for the rescue * prepare ffmpeg for alpha support * Some cleanup * Some cleanup * Fix CI * List as TypeAlias is not allowed (#967) * List as TypeAlias is not allowed * List as TypeAlias is not allowed * List as TypeAlias is not allowed * List as TypeAlias is not allowed * Add mpeg and mxf support (#968) * Add mpeg support * Add mxf support * Adjust fix_xxx_encoder for the new formats * Extend output pattern for batch-run (#969) * Extend output pattern for batch-run * Add {target_extension} to allowed mixed files * Catch invalid output pattern keys * alpha support * cleanup * cleanup * add ProcessorOutputs type * fix preview and streamer, support alpha for background_remover * Refactor/open close processors (#972) * Introduce open/close processors * Add locales for translator * Introduce __autoload__ for translator * More cleanup * Fix import issues * Resolve the scope situation for locals * Fix installer by not using translator * Fixes after merge * Fixes after merge * Fix translator keys in ui * Use LOCALS in installer * Update and partial fix DirectML * Use latest onnxruntime * Fix performance * Fix lint issues * fix mask * fix lint * fix lint * Remove default from translator.get() * remove 'framerate=' * fix test * Rename and reorder models * Align naming * add alpha preview * fix frame-by-frame * Add alpha effect via css * preview support alpha channel * fix preview modes * Use official assets repositories * Add support for u2net_cloth * fix naming * Add more models * Add vendor, license and year direct to the models * Add vendor, license and year direct to the models * Update dependencies, Minor CSS adjustment * Ready for 3.5.0 * Fix naming * Update about messages * Fix return * Use groups to show/hide * Update preview * Conditional merge mask * Conditional merge mask * Fix import order --------- Co-authored-by: harisreedhar <h4harisreedhar.s.s@gmail.com> Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
2025-11-03 14:05:15 +01:00
def test_normalize_color() -> None:
assert normalize_color([ 0 ]) == (0, 0, 0, 255)
assert normalize_color([ 0, 128 ]) == (0, 128, 0, 255)
assert normalize_color([ 0, 128, 255 ]) == (0, 128, 255, 255)
assert normalize_color([ 0, 128, 255, 0 ]) == (0, 128, 255, 0)
assert normalize_color(None) is None
def test_normalize_space() -> None:
assert normalize_space([ 0, 0, 0, 0 ]) == (0, 0, 0, 0)
assert normalize_space([ 1 ]) == (1, 1, 1, 1)
assert normalize_space([ 1, 2 ]) == (1, 2, 1, 2)
assert normalize_space([ 1, 2, 3 ]) == (1, 2, 3, 2)
assert normalize_space(None) is None
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>
2024-01-19 19:57:48 +01:00
def test_normalize_fps() -> None:
assert normalize_fps(0.0) == 1.0
assert normalize_fps(25.0) == 25.0
assert normalize_fps(61.0) == 60.0
assert normalize_fps(None) is None