car-detection-bayes/utils/gcp.sh

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#!/usr/bin/env bash
# Start
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sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 && cd yolov3 && python3 train.py -img_size 416 -epochs 160
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# Resume
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python3 train.py -img_size 416 -resume 1
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# Detect
gsutil cp gs://ultralytics/fresh9_5_e201.pt yolov3/checkpoints
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python3 detect.py
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# Test
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python3 test.py -img_size 416 -weights_path checkpoints/latest.pt -conf_thres 0.5
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# Download and Test
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sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
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cd yolov3/checkpoints
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wget https://pjreddie.com/media/files/yolov3.weights
cd ..
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python3 test.py -img_size 416 -weights_path checkpoints/backup5.pt -nms_thres 0.45
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# Download and Resume
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
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cd yolov3/checkpoints
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wget https://storage.googleapis.com/ultralytics/yolov3.pt
cp yolov3.pt latest.pt
cd ..
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python3 train.py -img_size 416 -batch_size 12 -epochs 1 -resume 1
python3 test.py -img_size 416 -weights_path checkpoints/latest.pt -conf_thres 0.5