facefusion/tests/test_vision.py
Henry Ruhs f6e56a3d8c
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

64 lines
3.4 KiB
Python

import subprocess
import pytest
from facefusion.download import conditional_download
from facefusion.vision import get_video_frame, count_video_frame_total, detect_video_fps, detect_video_resolution, pack_resolution, unpack_resolution, create_video_resolutions
@pytest.fixture(scope = 'module', autouse = True)
def before_all() -> None:
conditional_download('.assets/examples',
[
'https://github.com/facefusion/facefusion-assets/releases/download/examples/source.jpg',
'https://github.com/facefusion/facefusion-assets/releases/download/examples/target-240p.mp4',
'https://github.com/facefusion/facefusion-assets/releases/download/examples/target-1080p.mp4'
])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=25', '.assets/examples/target-240p-25fps.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=30', '.assets/examples/target-240p-30fps.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'fps=60', '.assets/examples/target-240p-60fps.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-240p.mp4', '-vf', 'transpose=0', '.assets/examples/target-240p-90deg.mp4' ])
subprocess.run([ 'ffmpeg', '-i', '.assets/examples/target-1080p.mp4', '-vf', 'transpose=0', '.assets/examples/target-1080p-90deg.mp4' ])
def test_get_video_frame() -> None:
assert get_video_frame('.assets/examples/target-240p-25fps.mp4') is not None
assert get_video_frame('invalid') is None
def test_count_video_frame_total() -> None:
assert count_video_frame_total('.assets/examples/target-240p-25fps.mp4') == 270
assert count_video_frame_total('.assets/examples/target-240p-30fps.mp4') == 324
assert count_video_frame_total('.assets/examples/target-240p-60fps.mp4') == 648
assert count_video_frame_total('invalid') == 0
def test_detect_video_fps() -> None:
assert detect_video_fps('.assets/examples/target-240p-25fps.mp4') == 25.0
assert detect_video_fps('.assets/examples/target-240p-30fps.mp4') == 30.0
assert detect_video_fps('.assets/examples/target-240p-60fps.mp4') == 60.0
assert detect_video_fps('invalid') is None
def test_detect_video_resolution() -> None:
assert detect_video_resolution('.assets/examples/target-240p.mp4') == (426.0, 226.0)
assert detect_video_resolution('.assets/examples/target-1080p.mp4') == (2048.0, 1080.0)
assert detect_video_resolution('invalid') is None
def test_pack_resolution() -> None:
assert pack_resolution((1.0, 1.0)) == '0x0'
assert pack_resolution((2.0, 2.0)) == '2x2'
def test_unpack_resolution() -> None:
assert unpack_resolution('0x0') == (0, 0)
assert unpack_resolution('2x2') == (2, 2)
def test_create_video_resolutions() -> None:
assert create_video_resolutions('.assets/examples/target-240p.mp4') == [ '426x226', '452x240', '678x360', '904x480', '1018x540', '1358x720', '2036x1080', '2714x1440', '4072x2160' ]
assert create_video_resolutions('.assets/examples/target-240p-90deg.mp4') == [ '226x426', '240x452', '360x678', '480x904', '540x1018', '720x1358', '1080x2036', '1440x2714', '2160x4072' ]
assert create_video_resolutions('.assets/examples/target-1080p.mp4') == [ '456x240', '682x360', '910x480', '1024x540', '1366x720', '2048x1080', '2730x1440', '4096x2160' ]
assert create_video_resolutions('.assets/examples/target-1080p-90deg.mp4') == [ '240x456', '360x682', '480x910', '540x1024', '720x1366', '1080x2048', '1440x2730', '2160x4096' ]
assert create_video_resolutions('invalid') is None