car-detection-bayes/utils/gcp.sh

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#!/usr/bin/env bash
# New VM
rm -rf yolov3 weights coco
git clone https://github.com/ultralytics/yolov3
bash yolov3/weights/download_yolov3_weights.sh && cp -r weights yolov3
bash yolov3/data/get_coco_dataset.sh
git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3
sudo reboot now
# Re-clone
sudo rm -rf yolov3
# git clone https://github.com/ultralytics/yolov3 # master
git clone -b test --depth 1 https://github.com/ultralytics/yolov3 yolov3_test # branch
cp -r weights yolov3
cp -r cocoapi/PythonAPI/pycocotools yolov3
cd yolov3
# Train
python3 train.py
# Resume
python3 train.py --resume
# Detect
python3 detect.py
# Test
python3 test.py --save-json
# Git pull
git pull https://github.com/ultralytics/yolov3 # master
git pull https://github.com/ultralytics/yolov3 test # branch
# Test Darknet training
python3 test.py --weights ../darknet/backup/yolov3.backup
# Copy latest.pt TO bucket
gsutil cp yolov3/weights/latest1gpu.pt gs://ultralytics
# Copy latest.pt FROM bucket
gsutil cp gs://ultralytics/latest.pt yolov3/weights/latest.pt
wget https://storage.googleapis.com/ultralytics/yolov3/latest_v1_0.pt -O weights/latest_v1_0.pt
wget https://storage.googleapis.com/ultralytics/yolov3/best_v1_0.pt -O weights/best_v1_0.pt
# Debug/Development
sudo rm -rf yolov3
git clone https://github.com/ultralytics/yolov3 # master
# git clone -b test --depth 1 https://github.com/ultralytics/yolov3 yolov3_test # branch
cp -r weights yolov3
cp -r cocoapi/PythonAPI/pycocotools yolov3
cd yolov3
git pull https://github.com/ultralytics/yolov3
python3 train.py --data-cfg data/coco_1img.data