Next (#945)

* Rename calcXXX to calculateXXX

* Add migraphx support

* Add migraphx support

* Add migraphx support

* Add migraphx support

* Add migraphx support

* Add migraphx support

* Use True for the flags

* Add migraphx support

* add face-swapper-weight

* add face-swapper-weight to facefusion.ini

* changes

* change choice

* Fix typing for xxxWeight

* Feat/log inference session (#906)

* Log inference session, Introduce time helper

* Log inference session, Introduce time helper

* Log inference session, Introduce time helper

* Log inference session, Introduce time helper

* Mark as NEXT

* Follow industry standard x1, x2, y1 and y2

* Follow industry standard x1, x2, y1 and y2

* Follow industry standard in terms of naming (#908)

* Follow industry standard in terms of naming

* Improve xxx_embedding naming

* Fix norm vs. norms

* Reduce timeout to 5

* Sort out voice_extractor once again

* changes

* Introduce many to the occlusion mask (#910)

* Introduce many to the occlusion mask

* Then we use minimum

* Add support for wmv

* Run platform tests before has_execution_provider (#911)

* Add support for wmv

* Introduce benchmark mode (#912)

* Honestly makes no difference to me

* Honestly makes no difference to me

* Fix wording

* Bring back YuNet (#922)

* Reintroduce YuNet without cv2 dependency

* Fix variable naming

* Avoid RGB to YUV colorshift using libx264rgb

* Avoid RGB to YUV colorshift using libx264rgb

* Make libx264 the default again

* Make libx264 the default again

* Fix types in ffmpeg builder

* Fix quality stuff in ffmpeg builder

* Fix quality stuff in ffmpeg builder

* Add libx264rgb to test

* Revamp Processors (#923)

* Introduce new concept of pure target frames

* Radical refactoring of process flow

* Introduce new concept of pure target frames

* Fix webcam

* Minor improvements

* Minor improvements

* Use deque for video processing

* Use deque for video processing

* Extend the video manager

* Polish deque

* Polish deque

* Deque is not even used

* Improve speed with multiple futures

* Fix temp frame mutation and

* Fix RAM usage

* Remove old types and manage method

* Remove execution_queue_count

* Use init_state for benchmarker to avoid issues

* add voice extractor option

* Change the order of voice extractor in code

* Use official download urls

* Use official download urls

* add gui

* fix preview

* Add remote updates for voice extractor

* fix crash on headless-run

* update test_job_helper.py

* Fix it for good

* Remove pointless method

* Fix types and unused imports

* Revamp reference (#925)

* Initial revamp of face references

* Initial revamp of face references

* Initial revamp of face references

* Terminate find_similar_faces

* Improve find mutant faces

* Improve find mutant faces

* Move sort where it belongs

* Forward reference vision frame

* Forward reference vision frame also in preview

* Fix reference selection

* Use static video frame

* Fix CI

* Remove reference type from frame processors

* Improve some naming

* Fix types and unused imports

* Fix find mutant faces

* Fix find mutant faces

* Fix imports

* Correct naming

* Correct naming

* simplify pad

* Improve webcam performance on highres

* Camera manager (#932)

* Introduce webcam manager

* Fix order

* Rename to camera manager, improve video manager

* Fix CI

* Remove optional

* Fix naming in webcam options

* Avoid using temp faces (#933)

* output video scale

* Fix imports

* output image scale

* upscale fix (not limiter)

* add unit test scale_resolution & remove unused methods

* fix and add test

* fix

* change pack_resolution

* fix tests

* Simplify output scale testing

* Fix benchmark UI

* Fix benchmark UI

* Update dependencies

* Introduce REAL multi gpu support using multi dimensional inference pool (#935)

* Introduce REAL multi gpu support using multi dimensional inference pool

* Remove the MULTI:GPU flag

* Restore "processing stop"

* Restore "processing stop"

* Remove old templates

* Go fill in with caching

* add expression restorer areas

* re-arrange

* rename method

* Fix stop for extract frames and merge video

* Replace arcface_converter models with latest crossface models

* Replace arcface_converter models with latest crossface models

* Move module logs to debug mode

* Refactor/streamer (#938)

* Introduce webcam manager

* Fix order

* Rename to camera manager, improve video manager

* Fix CI

* Fix naming in webcam options

* Move logic over to streamer

* Fix streamer, improve webcam experience

* Improve webcam experience

* Revert method

* Revert method

* Improve webcam again

* Use release on capture instead

* Only forward valid frames

* Fix resolution logging

* Add AVIF support

* Add AVIF support

* Limit avif to unix systems

* Drop avif

* Drop avif

* Drop avif

* Default to Documents in the UI if output path is not set

* Update wording.py (#939)

"succeed" is grammatically incorrect in the given context. To succeed is the infinitive form of the verb. Correct would be either "succeeded" or alternatively a form involving the noun "success".

* Fix more grammar issue

* Fix more grammar issue

* Sort out caching

* Move webcam choices back to UI

* Move preview options to own file (#940)

* Fix Migraphx execution provider

* Fix benchmark

* Reuse blend frame method

* Fix CI

* Fix CI

* Fix CI

* Hotfix missing check in face debugger, Enable logger for preview

* Fix reference selection (#942)

* Fix reference selection

* Fix reference selection

* Fix reference selection

* Fix reference selection

* Side by side preview (#941)

* Initial side by side preview

* More work on preview, remove UI only stuff from vision.py

* Improve more

* Use fit frame

* Add different fit methods for vision

* Improve preview part2

* Improve preview part3

* Improve preview part4

* Remove none as choice

* Remove useless methods

* Fix CI

* Fix naming

* use 1024 as preview resolution default

* Fix fit_cover_frame

* Uniform fit_xxx_frame methods

* Add back disabled logger

* Use ui choices alias

* Extract select face logic from processors (#943)

* Extract select face logic from processors to use it for face by face in preview

* Fix order

* Remove old code

* Merge methods

* Refactor face debugger (#944)

* Refactor huge method of face debugger

* Remove text metrics from face debugger

* Remove useless copy of temp frame

* Resort methods

* Fix spacing

* Remove old method

* Fix hard exit to work without signals

* Prevent upscaling for face-by-face

* Switch to version

* Improve exiting

---------

Co-authored-by: harisreedhar <h4harisreedhar.s.s@gmail.com>
Co-authored-by: Harisreedhar <46858047+harisreedhar@users.noreply.github.com>
Co-authored-by: Rafael Tappe Maestro <rafael@tappemaestro.com>

facefusion/args.py

@@ -1,10 +1,10 @@
 from facefusion import state_manager
-from facefusion.filesystem import get_file_name, is_image, is_video, resolve_file_paths
+from facefusion.filesystem import get_file_name, is_video, resolve_file_paths
 from facefusion.jobs import job_store
 from facefusion.normalizer import normalize_fps, normalize_padding
 from facefusion.processors.core import get_processors_modules
 from facefusion.types import ApplyStateItem, Args
-from facefusion.vision import create_image_resolutions, create_video_resolutions, detect_image_resolution, detect_video_fps, detect_video_resolution, pack_resolution
+from facefusion.vision import detect_video_fps
 
 
 def reduce_step_args(args : Args) -> Args:
@@ -78,6 +78,8 @@ def apply_args(args : Args, apply_state_item : ApplyStateItem) -> None:
 	apply_state_item('face_mask_regions', args.get('face_mask_regions'))
 	apply_state_item('face_mask_blur', args.get('face_mask_blur'))
 	apply_state_item('face_mask_padding', normalize_padding(args.get('face_mask_padding')))
+	# voice extractor
+	apply_state_item('voice_extractor_model', args.get('voice_extractor_model'))
 	# frame extraction
 	apply_state_item('trim_frame_start', args.get('trim_frame_start'))
 	apply_state_item('trim_frame_end', args.get('trim_frame_end'))
@@ -85,26 +87,14 @@ def apply_args(args : Args, apply_state_item : ApplyStateItem) -> None:
 	apply_state_item('keep_temp', args.get('keep_temp'))
 	# output creation
 	apply_state_item('output_image_quality', args.get('output_image_quality'))
-	if is_image(args.get('target_path')):
-		output_image_resolution = detect_image_resolution(args.get('target_path'))
-		output_image_resolutions = create_image_resolutions(output_image_resolution)
-		if args.get('output_image_resolution') in output_image_resolutions:
-			apply_state_item('output_image_resolution', args.get('output_image_resolution'))
-		else:
-			apply_state_item('output_image_resolution', pack_resolution(output_image_resolution))
+	apply_state_item('output_image_scale', args.get('output_image_scale'))
 	apply_state_item('output_audio_encoder', args.get('output_audio_encoder'))
 	apply_state_item('output_audio_quality', args.get('output_audio_quality'))
 	apply_state_item('output_audio_volume', args.get('output_audio_volume'))
 	apply_state_item('output_video_encoder', args.get('output_video_encoder'))
 	apply_state_item('output_video_preset', args.get('output_video_preset'))
 	apply_state_item('output_video_quality', args.get('output_video_quality'))
-	if is_video(args.get('target_path')):
-		output_video_resolution = detect_video_resolution(args.get('target_path'))
-		output_video_resolutions = create_video_resolutions(output_video_resolution)
-		if args.get('output_video_resolution') in output_video_resolutions:
-			apply_state_item('output_video_resolution', args.get('output_video_resolution'))
-		else:
-			apply_state_item('output_video_resolution', pack_resolution(output_video_resolution))
+	apply_state_item('output_video_scale', args.get('output_video_scale'))
 	if args.get('output_video_fps') or is_video(args.get('target_path')):
 		output_video_fps = normalize_fps(args.get('output_video_fps')) or detect_video_fps(args.get('target_path'))
 		apply_state_item('output_video_fps', output_video_fps)
@@ -118,14 +108,14 @@ def apply_args(args : Args, apply_state_item : ApplyStateItem) -> None:
 	apply_state_item('ui_layouts', args.get('ui_layouts'))
 	apply_state_item('ui_workflow', args.get('ui_workflow'))
 	# execution
-	apply_state_item('execution_device_id', args.get('execution_device_id'))
+	apply_state_item('execution_device_ids', args.get('execution_device_ids'))
 	apply_state_item('execution_providers', args.get('execution_providers'))
 	apply_state_item('execution_thread_count', args.get('execution_thread_count'))
-	apply_state_item('execution_queue_count', args.get('execution_queue_count'))
 	# download
 	apply_state_item('download_providers', args.get('download_providers'))
 	apply_state_item('download_scope', args.get('download_scope'))
 	# benchmark
+	apply_state_item('benchmark_mode', args.get('benchmark_mode'))
 	apply_state_item('benchmark_resolutions', args.get('benchmark_resolutions'))
 	apply_state_item('benchmark_cycle_count', args.get('benchmark_cycle_count'))
 	# memory