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Makefile
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342 lines (256 loc) · 8 KB
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VENV = venv
ifeq ($(OS),Windows_NT)
VENV_BIN = $(VENV)/Scripts
else
VENV_BIN = $(VENV)/bin
endif
PYTHON = $(VENV_BIN)/python
PIP = $(VENV_BIN)/python -m pip
SYSTEM_PYTHON = python3
VENV_TEMP = venv_temp
ARGS =
IMAGE_URL = https://upload.wikimedia.org/wikipedia/commons/thumb/5/5e/Person_Of_Interest_-_Panel_%289353656298%29.jpg/640px-Person_Of_Interest_-_Panel_%289353656298%29.jpg
BACKGROUND_IMAGE_URL = https://upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Gold_Coast_skyline.jpg/640px-Gold_Coast_skyline.jpg
OUTPUT_MASK_PATH = data/example-mask.jpg
OUTPUT_SELECTED_MASK_PATH = data/example-selected-mask.jpg
OUTPUT_COLORED_MASK_PATH = data/example-colored-mask.jpg
OUTPUT_SELECTED_COLORED_MASK_PATH = data/example-selected-colored-mask.jpg
OUTPUT_WEBCAM_MASK_PATH = data/webcam-mask.jpg
MASK_THRESHOLD = 0.75
ADD_OVERLAY_ALPHA = 0.5
SELECTED_PARTS = left_face right_face
WEBCAM_PATH = webcam:0
VIRTUAL_VIDEO_DEVICE = /dev/video2
IMAGE_NAME = de4code/tf-bodypix_unstable
IMAGE_TAG = develop
venv-clean:
@if [ -d "$(VENV)" ]; then \
rm -rf "$(VENV)"; \
fi
venv-create:
$(SYSTEM_PYTHON) -m venv $(VENV)
dev-install-build-dependencies:
$(PIP) install --requirement=requirements.build.txt
dev-install: dev-install-build-dependencies
$(PIP) install \
--constraint=constraints.txt \
--requirement=requirements.dev.txt \
--requirement=requirements.txt
dev-install-tflite: dev-install-build-dependencies
$(PIP) install \
--constraint=constraints.txt \
--requirement=requirements.dev.txt
$(PIP) install .[tflite,image]
dev-run-pip:
$(PIP) $(ARGS)
dev-venv: venv-create dev-install
dev-flake8:
$(PYTHON) -m flake8 tf_bodypix tests setup.py
dev-pylint:
$(PYTHON) -m pylint tf_bodypix tests setup.py
dev-mypy:
$(PYTHON) -m mypy --ignore-missing-imports --show-error-codes \
tf_bodypix tests setup.py
dev-lint: dev-flake8 dev-pylint dev-mypy
dev-pytest:
$(PYTHON) -m pytest -p no:cacheprovider $(ARGS)
dev-pytest-tflite:
$(MAKE) dev-pytest \
ARGS='tests/cli_test.py -k test_should_be_able_to_use_existing_tflite_model'
dev-watch:
$(PYTHON) -m pytest_watch -- -p no:cacheprovider -p no:warnings $(ARGS)
dev-watch-tflite:
$(MAKE) dev-watch \
ARGS='tests/cli_test.py -k test_should_be_able_to_use_existing_tflite_model'
dev-test: dev-lint dev-pytest
dev-remove-dist:
rm -rf ./dist
dev-build-dist:
$(PYTHON) setup.py sdist bdist_wheel
dev-list-dist-contents:
tar -ztvf dist/tf-bodypix-*.tar.gz
dev-get-version:
$(PYTHON) setup.py --version
dev-test-install-dist:
$(MAKE) VENV=$(VENV_TEMP) venv-create
$(VENV_TEMP)/bin/pip install -r requirements.build.txt
$(VENV_TEMP)/bin/pip install --force-reinstall ./dist/*.tar.gz
$(VENV_TEMP)/bin/pip install --force-reinstall ./dist/*.whl
run:
$(PYTHON) -m tf_bodypix $(ARGS)
list-models:
$(PYTHON) -m tf_bodypix \
list-models
list-tflite-models:
$(PYTHON) -m tf_bodypix \
list-tflite-models
convert-example-draw-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(IMAGE_URL)" \
--output \
"$(OUTPUT_MASK_PATH)" \
--threshold=$(MASK_THRESHOLD) \
$(ARGS)
convert-example-draw-selected-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(IMAGE_URL)" \
--output \
"$(OUTPUT_SELECTED_MASK_PATH)" \
--threshold=$(MASK_THRESHOLD) \
--parts $(SELECTED_PARTS) \
$(ARGS)
convert-example-draw-colored-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(IMAGE_URL)" \
--output \
"$(OUTPUT_COLORED_MASK_PATH)" \
--threshold=$(MASK_THRESHOLD) \
--colored \
$(ARGS)
convert-example-draw-selected-colored-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(IMAGE_URL)" \
--output \
"$(OUTPUT_SELECTED_COLORED_MASK_PATH)" \
--threshold=$(MASK_THRESHOLD) \
--colored \
--parts $(SELECTED_PARTS) \
$(ARGS)
webcam-draw-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(WEBCAM_PATH)" \
--show-output \
--threshold=$(MASK_THRESHOLD) \
--add-overlay-alpha=$(ADD_OVERLAY_ALPHA) \
$(ARGS)
webcam-blur-background:
$(PYTHON) -m tf_bodypix \
blur-background \
--source \
"$(WEBCAM_PATH)" \
--show-output \
--threshold=$(MASK_THRESHOLD) \
$(ARGS)
webcam-replace-background:
$(PYTHON) -m tf_bodypix \
replace-background \
--source \
"$(WEBCAM_PATH)" \
--background \
"$(BACKGROUND_IMAGE_URL)" \
--show-output \
--threshold=$(MASK_THRESHOLD) \
$(ARGS)
webcam-v4l2-draw-mask:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(WEBCAM_PATH)" \
--output=$(VIRTUAL_VIDEO_DEVICE) \
--threshold=$(MASK_THRESHOLD) \
--add-overlay-alpha=$(ADD_OVERLAY_ALPHA) \
$(ARGS)
webcam-v4l2-draw-mask-colored:
$(PYTHON) -m tf_bodypix \
draw-mask \
--source \
"$(WEBCAM_PATH)" \
--output=$(VIRTUAL_VIDEO_DEVICE) \
--threshold=$(MASK_THRESHOLD) \
--add-overlay-alpha=$(ADD_OVERLAY_ALPHA) \
--colored \
$(ARGS)
webcam-v4l2-blur-background:
$(PYTHON) -m tf_bodypix \
blur-background \
--source \
"$(WEBCAM_PATH)" \
--output=$(VIRTUAL_VIDEO_DEVICE) \
--threshold=$(MASK_THRESHOLD) \
$(ARGS)
webcam-v4l2-replace-background:
$(PYTHON) -m tf_bodypix \
replace-background \
--source \
"$(WEBCAM_PATH)" \
--background \
"$(BACKGROUND_IMAGE_URL)" \
--output=$(VIRTUAL_VIDEO_DEVICE) \
--threshold=$(MASK_THRESHOLD) \
$(ARGS)
convert-tfjs-models-to-tflite:
mkdir -p "./data/tflite-models"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/050/model-stride8.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-050-stride8-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/050/model-stride16.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-050-stride16-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/075/model-stride8.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-075-stride8-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/075/model-stride16.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-075-stride16-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/100/model-stride8.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-100-stride8-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/mobilenet/float/100/model-stride16.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/mobilenet-float-multiplier-100-stride16-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/resnet50/float/model-stride16.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/resnet50-float-stride16-float16.tflite"
$(PYTHON) -m tf_bodypix \
convert-to-tflite \
--model-path \
"https://storage.googleapis.com/tfjs-models/savedmodel/bodypix/resnet50/float/model-stride32.json" \
--optimize \
--quantization-type=float16 \
--output-model-file "./data/tflite-models/resnet50-float-stride32-float16.tflite"
docker-build:
docker build . -t $(IMAGE_NAME):$(IMAGE_TAG)
docker-run:
docker run \
-v /tmp/.X11-unix:/tmp/.X11-unix \
-e DISPLAY=unix$$DISPLAY \
-v /dev/shm:/dev/shm \
--rm $(IMAGE_NAME):$(IMAGE_TAG) $(ARGS)