updates
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@ -12,11 +12,7 @@ FROM nvcr.io/nvidia/pytorch:19.08-py3
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#WORKDIR /usr/src
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#RUN pip uninstall -y opencv-python
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#RUN apt-get update
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#RUN apt-get install -y gstreamer1.0-python3-dbg-plugin-loader
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## RUN apt-get install gstreamer1.0
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## RUN apt install -y ubuntu-restricted-extras
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#RUN apt install -y libgstreamer1.0-dev
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#RUN apt install -y libgstreamer-plugins-base1.0-dev
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#RUN apt-get install -y gstreamer1.0-python3-dbg-plugin-loader libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev
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#RUN git clone https://github.com/opencv/opencv.git && cd opencv && git checkout 4.1.1 && mkdir build
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#RUN git clone https://github.com/opencv/opencv_contrib.git && cd opencv_contrib && git checkout 4.1.1
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#RUN cd opencv/build && cmake ../ \
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@ -26,7 +22,7 @@ FROM nvcr.io/nvidia/pytorch:19.08-py3
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# -D PYTHON3_INCLUDE_PATH=/opt/conda/include/python3.6m \
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# -D PYTHON3_LIBRARIES=/opt/conda/lib/python3.6/site-packages \
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# -D WITH_GSTREAMER=ON \
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# -D WITH_FFMPEG=OFF \
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# -D WITH_FFMPEG=ON \
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# && make && make install && ldconfig
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#RUN cd /usr/local/lib/python3.6/site-packages/cv2/python-3.6/ && mv cv2.cpython-36m-x86_64-linux-gnu.so cv2.so
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#RUN cd /opt/conda/lib/python3.6/site-packages/ && ln -s /usr/local/lib/python3.6/site-packages/cv2/python-3.6/cv2.so cv2.so
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@ -58,3 +54,4 @@ COPY . /usr/src/app
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# Build and Push
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# export tag=ultralytics/yolov3:v0 && sudo docker build -t $tag . && docker push $tag
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20
models.py
20
models.py
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@ -2,6 +2,7 @@ import torch.nn.functional as F
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from utils.parse_config import *
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from utils.utils import *
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from utils.google_utils import *
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ONNX_EXPORT = False
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@ -296,13 +297,18 @@ def load_darknet_weights(self, weights, cutoff=-1):
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# Try to download weights if not available locally
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msg = weights + ' missing, download from https://drive.google.com/drive/folders/1uxgUBemJVw9wZsdpboYbzUN4bcRhsuAI'
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if not os.path.isfile(weights):
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try:
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url = 'https://pjreddie.com/media/files/' + file
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print('Downloading ' + url)
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os.system('curl -f ' + url + ' -o ' + weights)
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except IOError:
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print(msg)
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os.system('rm ' + weights) # remove partial downloads
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if file == 'yolov3-spp.weights':
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gdrive_download(id='1oPCHKsM2JpM-zgyepQciGli9X0MTsJCO', name=weights)
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elif file == 'darknet.53.conv.74':
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gdrive_download(id='18xqvs_uwAqfTXp-LJCYLYNHBOcrwbrp0', name=weights)
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else:
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try: # download from pjreddie.com
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url = 'https://pjreddie.com/media/files/' + file
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print('Downloading ' + url)
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os.system('curl -f ' + url + ' -o ' + weights)
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except IOError:
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print(msg)
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os.system('rm ' + weights) # remove partial downloads
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assert os.path.exists(weights), msg # download missing weights from Google Drive
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# Establish cutoffs
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@ -18,17 +18,17 @@ def gdrive_download(id='1HaXkef9z6y5l4vUnCYgdmEAj61c6bfWO', name='coco.zip'):
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if os.path.exists(name): # remove existing
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os.remove(name)
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# Attempt small file download
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s = 'curl -f -L -o %s https://drive.google.com/uc?export=download&id=%s' % (name, id)
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os.system(s)
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# Attempt large file download
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if not os.path.exists(name): # file size > 40MB
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s = ["curl -c ./cookie -s -L \"https://drive.google.com/uc?export=download&id=%s\" > /dev/null" % id,
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"curl -Lb ./cookie \"https://drive.google.com/uc?export=download&confirm=`awk '/download/ {print $NF}' ./cookie`&id=%s\" -o %s" % (
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id, name),
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'rm ./cookie']
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[os.system(x) for x in s] # run commands
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s = ["curl -c ./cookie -s -L \"https://drive.google.com/uc?export=download&id=%s\" > /dev/null" % id,
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"curl -Lb ./cookie -s \"https://drive.google.com/uc?export=download&confirm=`awk '/download/ {print $NF}' ./cookie`&id=%s\" -o %s" % (
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id, name),
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'rm ./cookie']
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[os.system(x) for x in s] # run commands
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# Attempt small file download
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if not os.path.exists(name): # file size < 40MB
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s = 'curl -f -L -o %s https://drive.google.com/uc?export=download&id=%s' % (name, id)
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os.system(s)
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# Unzip if archive
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if name.endswith('.zip'):
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