Core Development Reset

requirements_3.10.txt

@@ -9,4 +9,4 @@ ffmpeg-python==0.2.0
 Pillow==8.4.0
 scikit-image==0.19.2
 h5py==3.6.0
-PyQt5==5.15.4
+PyQt5==5.15.4

requirements_3.10_arm64.txt

@@ -0,0 +1,99 @@
+psutil>=5.8.0
+numpy==1.22.0
+numexpr<=2.8.1
+opencv-python<=4.6.0.66
+scikit-image<=0.19.3
+scikit-learn<=1.0.2
+scipy<=1.8.1
+tifffile<=2022.5.4
+pyparsing==3.0.9
+pillow
+tqdm<=4.64.0
+colorama<=0.4.4
+cython<=0.29.26
+PyWavelets<=1.3.0
+imageio<=2.19.3
+networkx<=2.8.4
+packaging<=21.3
+image
+timm
+PlL
+moviepy
+absl-py<=1.1.0
+astunparse
+cachetools<=5.2.0
+certifi<=2022.6.15
+charset-normalizer<=2.1.0
+flatbuffers<=1.12
+gast
+google-auth
+google-auth-oauthlib<=0.4.6
+google-pasta<=0.2.0
+grpcio
+h5py<=3.7.0
+idna<=3.3
+keras<=2.9.0
+keras-preprocessing
+libclang<=14.0.1
+markdown<=3.3.7
+oauthlib<=3.2.0
+opt-einsum<=3.3.0
+pyasn1==0.4.8
+pyasn1-modules<=0.2.8
+requests<=2.28.1
+requests-oauthlib<=1.3.1
+rsa<=4.8
+six
+Flask<=2.1.3
+Jinja2<=3.1.2
+Mako<=1.2.1
+MarkupSafe<=2.1.1
+alembic<=1.8.1
+click<=8.1.3
+cloudpickle<=2.1.0
+databricks-cli
+docker<=5.0.3
+entrypoints<=0.4
+gitdb<=4.0.9
+gitpython<=3.1.27
+gunicorn<=20.1.0
+importlib-metadata<=4.12.0
+itsdangerous<=2.1.2
+mlflow<=1.27.0
+pandas<=1.4.3
+prometheus-client<=0.14.1
+prometheus-flask-exporter<=0.20.2
+pyjwt<=2.4.0
+python-dateutil<=2.8.2
+pytz<=2022.1
+pyyaml<=6.0
+querystring-parser<=1.2.4
+smmap<=5.0.0
+sqlalchemy<=1.4.39
+sqlparse<=0.4.2
+tabulate<=0.8.10
+websocket-client<=1.3.3
+zipp<=3.8.1
+tensorboard<=2.9.1
+tensorboard-data-server<=0.6.1
+tensorboard-plugin-wit<=1.8.1
+tensorflow-estimator<=2.9.0
+tensorflow-macos<=2.9.0 
+tensorflow-metal
+termcolor<=1.1.0
+typing-extensions<=4.3.0
+urllib3<=1.26.10
+werkzeug<=2.1.2
+wrapt<=1.14.1
+fastcluster>=1.2.4
+matplotlib>=3.5.1
+ffmpeg-python<=0.2.0
+imageio-ffmpeg>=0.4.7
+ffmpy
+torch<=1.12.0
+torchvision<=0.13.0
+torchaudio<=0.12.0
+insightface<=0.2.1
+ipython<=7.21.0
+PyQt6<=6.2.3
+git+https://www.github.com/keras-team/keras-contrib.git

scripts/0_setup.sh

@@ -1,5 +1,6 @@
 #!/usr/bin/env bash
 cd "$(dirname $0)/.."
+eval "$(/opt/homebrew/bin/brew shellenv)"
 
 set -e
 
@@ -7,14 +8,14 @@ mkdir -p .dfl
 mkdir -p workspace
 
 is_arm64() {
-  [ "$(uname -m)" == "arm64" ]
+  [ "$(uname -sm)" == "Darwin arm64" ]
 }
 
 is_arm64 && echo "Running on Apple M1 chip"
 
 if [ ! -d .dfl/DeepFaceLab ]; then
   echo "Cloning DeepFaceLab"
-  git clone --no-single-branch --depth 1 "https://github.com/chychkan/DeepFaceLab.git" .dfl/DeepFaceLab
+  git clone --no-single-branch --depth 1 "https://github.com/iperov/DeepFaceLab.git" .dfl/DeepFaceLab
 
   if is_arm64; then
     (cd .dfl/DeepFaceLab; git checkout support-arm64)
@@ -27,9 +28,9 @@ fi
 
 source .dfl/env/bin/activate
 
-python -m pip install --upgrade pip
+python3 -m pip install --upgrade pip
 
-version=$(python -V | cut -f 2 -d ' ' | cut -f 1,2 -d .)
+version=$(python3 -V | cut -f 2 -d ' ' | cut -f 1,2 -d .)
 reqs_file='requirements.txt'
 
 version_suffix=''
@@ -44,7 +45,7 @@ fi
 
 reqs_file="requirements${version_suffix}${architecture_suffix}.txt"
 
-echo "Using $reqs_file for $(python -V)"
+echo "Using $reqs_file for $(python3 -V)"
 
 if is_arm64; then
   if [[ -z "$(brew ls --versions hdf5)" ]]; then

scripts/2_extract_PNG_from_video_data_src.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed extract-video \
+    --input-file "$DFL_WORKSPACE/data_src.*" \
+    --output-dir "$DFL_WORKSPACE/data_src"
+

scripts/2_extract_images_from_video_data_src.sh

@@ -4,4 +4,4 @@ source scripts/env.sh
 
 python "$DFL_MAIN" videoed extract-video \
   --input-file "$WORKSPACE/data_src.*" \
-  --output-dir "$WORKSPACE/data_src"
+  --output-dir "$WORKSPACE/data_src" 

scripts/3_extract_PNG_from_video_data_dst.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed extract-video \
+    --input-file "$DFL_WORKSPACE/data_dst.*" \
+    --output-dir "$DFL_WORKSPACE/data_dst"
+

scripts/3_other_denoise_extracted_data_dst.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" videoed denoise-image-sequence \
+    --input-dir "$DFL_WORKSPACE/data_dst"
+

scripts/4.2.0_data_src_sort_by_black.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by black
+

scripts/4.2.1_data_src_sort_by_blur.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by blur
+

scripts/4.2.2_data_src_sort_by_similar_histogram.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by hist
+

scripts/4.2.3_data_src_sort_by_one_face.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by oneface
+

scripts/4.2.4_data_src_sort_by_dissimilar_face.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by face-dissim
+

scripts/4.2.4_data_src_sort_by_dissimilar_histogram.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by hist-dissim
+

scripts/4.2.5_data_src_sort_by_face_pitch.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by face-pitch
+

scripts/4.2.5_data_src_sort_by_face_yaw.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by face-yaw
+

scripts/4.2.6_data_src_sort_by_final.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by final
+

scripts/4.2_other_data_src_sort_by_brightness.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by brightness
+

scripts/4.2_other_data_src_sort_by_hue.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by hue
+

scripts/4.2_other_data_src_sort_by_original_filename.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" sort \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --by origname
+

scripts/4.2_other_data_src_util_add_landmarks_debug_images.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" util \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --add-landmarks-debug-images
+

scripts/4.2_other_data_src_util_recover_original_filename.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" util \
+    --input-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --recover-original-aligned-filename

scripts/4_data_src_extract_faces_MANUAL.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --multi-gpu \
+    --detector manual \
+    --debug-dir "$DFL_WORKSPACE/data_src/aligned_debug"
+

scripts/4_data_src_extract_faces_MT_all_GPU.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --multi-gpu \
+    --detector mt
+

scripts/4_data_src_extract_faces_MT_all_GPU_debug.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --multi-gpu \
+    --detector mt \
+    --debug-dir "$DFL_WORKSPACE/data_src/aligned_debug"
+

scripts/4_data_src_extract_faces_MT_best_GPU.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --detector mt
+

scripts/4_data_src_extract_faces_S3FD_all_GPU.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --multi-gpu \
+    --detector s3fd
+

scripts/4_data_src_extract_faces_S3FD_all_GPU_debug.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --multi-gpu \
+    --detector s3fd \
+    --debug-dir "$DFL_WORKSPACE/data_src/aligned_debug"
+

scripts/4_data_src_extract_faces_S3FD_best_GPU.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC/main.py" extract \
+    --input-dir "$DFL_WORKSPACE/data_src" \
+    --output-dir "$DFL_WORKSPACE/data_src/aligned" \
+    --detector s3fd
+

scripts/5.2_data_dst_sort_by_black.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by black

scripts/5.2_data_dst_sort_by_one_face.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by oneface
+

scripts/5.2_data_dst_sort_by_similar_histogram.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by hist
+

scripts/5.3_data_dst_sort_by_blur.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by blur
+

scripts/5.3_data_dst_sort_by_dissimilar_histogram.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by hist-dissim
+

scripts/5.3_data_dst_sort_by_face_pitch.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by face-pitch
+

scripts/5.3_data_dst_sort_by_face_yaw.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by face-yaw
+

scripts/5.3_data_dst_sort_by_original_filename.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" sort \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --by origname
+

scripts/5.3_other_data_dst_util_recover_original_filename.sh

@@ -0,0 +1,7 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" util \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --recover-original-aligned-filename

scripts/5.4_data_dst_mask_editor.sh

@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" labelingtool edit_mask \
+    --input-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --confirmed-dir "$DFL_WORKSPACE/data_dst/aligned_confirmed" \
+    --skipped-dir "$DFL_WORKSPACE/data_dst/aligned_skipped"

scripts/5_data_dst_extract_faces_MANUAL.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector manual \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"

scripts/5_data_dst_extract_faces_MANUAL_RE-EXTRACT_DELETED_RESULTS_DEBUG.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector manual \
+    --manual-output-debug-fix \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"
+

scripts/5_data_dst_extract_faces_MT_all_GPU+manual_fix.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector mt \
+    --manual-fix \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"
+

scripts/5_data_dst_extract_faces_MT_all_GPU.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector mt \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"

scripts/5_data_dst_extract_faces_MT_best_GPU.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --detector mt \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"

scripts/5_data_dst_extract_faces_S3FD_all_GPU+manual_fix.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector s3fd \
+    --manual-fix \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"
+

scripts/5_data_dst_extract_faces_S3FD_all_GPU.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --multi-gpu \
+    --detector s3fd \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"
+

scripts/5_data_dst_extract_faces_S3FD_best_GPU.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" extract \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --detector s3fd \
+    --debug-dir "$DFL_WORKSPACE/data_dst/aligned_debug"
+

scripts/6_train_AMP.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model AMP
+

scripts/6_train_AMP_no_preview.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model AMP \
+    --no-preview

scripts/6_train_DF.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model DF 

scripts/6_train_DF_no_preview.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model DF \
+    --no-preview
+

scripts/6_train_FANSegmentator.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model FANSegmentator 
+

scripts/6_train_FANSegmentator_no_preview.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model FANSegmentator \
+    --no-preview
+

scripts/6_train_H128.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H128
+

scripts/6_train_H128_no_preview.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H128 \
+    --no-preview
+

scripts/6_train_H64.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+"$DFL_PYTHON C" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H64
+

scripts/6_train_H64_no_preview.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H64 \
+    --no-preview
+

scripts/6_train_LIAEF128.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model LIAEF128
+

scripts/6_train_LIAEF128_no_preview.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model LIAEF128 \
+    --no-preview
+

scripts/6_train_Quick96 2.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model Quick96
+

scripts/6_train_Quick96_no_preview.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model Quick96 \
+    --no-preview

scripts/6_train_SAE.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAE

scripts/6_train_SAEHD 2.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAEHD
+

scripts/6_train_SAEHD_no_preview.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAEHD \
+    --no-preview

scripts/6_train_SAE_no_preview.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAE \
+    --no-preview

scripts/6_train_XSeg.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model XSeg
+

scripts/6_train_XSeg_no_preview.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" train \
+    --training-data-src-dir "$DFL_WORKSPACE/data_src" \
+    --training-data-dst-dir "$DFL_WORKSPACE/data_dst" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model XSeg \
+    --no-preview

scripts/7_convert_AMP.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model AMP
+    

scripts/7_convert_AMP_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model AMP \
+    --debug
+    

scripts/7_convert_DF.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model DF
+    

scripts/7_convert_DF_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model DF \
+    --debug
+    

scripts/7_convert_H128.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H128
+    

scripts/7_convert_H128_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H128 \
+    --debug
+    

scripts/7_convert_H64.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H64 \
+    

scripts/7_convert_H64_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model H64 \
+    --debug
+    

scripts/7_convert_LIAEF128.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model LIAEF128
+    

scripts/7_convert_LIAEF128_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model LIAEF128 \
+    --debug
+    

scripts/7_convert_Quick96.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model Quick96
+    

scripts/7_convert_Quick96_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model Quick96 \
+    --debug
+    

scripts/7_convert_SAE.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAE
+    

scripts/7_convert_SAEHD.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAEHD
+    

scripts/7_convert_SAEHD_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAEHD \
+    --debug
+    

scripts/7_convert_SAE_debug.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+source env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model SAE \
+    --debug
+    

scripts/7_convert_XSeg.sh

@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model XSeg
+    

scripts/7_convert_XSeg_debug.sh

@@ -0,0 +1,12 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" convert \
+    --input-dir "$DFL_WORKSPACE/data_dst" \
+    --output-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --aligned-dir "$DFL_WORKSPACE/data_dst/aligned" \
+    --model-dir "$DFL_WORKSPACE/model" \
+    --model XSeg \
+    --debug
+    

scripts/8_converted_to_avi.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed video-from-sequence \
+    --input-dir "$DFL_WORKSPACE\data_dst\merged" \
+    --output-file "$DFL_WORKSPACE\result.avi" \
+    --reference-file "$DFL_WORKSPACE\data_dst.*"
+

scripts/8_converted_to_mov_lossless+alpha.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed video-from-sequence \
+    --input-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --output-file "$DFL_WORKSPACE/result.mov" \
+    --reference-file "$DFL_WORKSPACE/data_dst.*" \
+    --lossless
+

scripts/8_converted_to_mp4.sh

@@ -0,0 +1,9 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed video-from-sequence \
+    --input-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --output-file "$DFL_WORKSPACE/result.mp4" \
+    --reference-file "$DFL_WORKSPACE/data_dst.*"
+

scripts/8_converted_to_mp4_lossless+alpha.sh

@@ -0,0 +1,10 @@
+#!/usr/bin/env bash
+cd "$(dirname $0)/.."
+source scripts/env.sh
+
+$DFL_PYTHON "$DFL_SRC" videoed video-from-sequence \
+    --input-dir "$DFL_WORKSPACE/data_dst/merged" \
+    --output-file "$DFL_WORKSPACE/result.mp4" \
+    --reference-file "$DFL_WORKSPACE/data_dst.*" \
+    --lossless
+

scripts/env.sh

@@ -1,4 +1,7 @@
+eval "$(/opt/homebrew/bin/brew shellenv)"
+DFL_PYTHON=python
 DFL_MAIN=.dfl/DeepFaceLab/main.py
+DFL_SRC=.dfl/DeepFaceLab/main.py
 WORKSPACE=workspace
 
 source .dfl/env/bin/activate