updates

weights/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
+
+# Reproduce tutorials
+rm results*.txt  # WARNING: removes existing results
+python3 train.py --nosave --data data/coco_1img.data && mv results.txt results3_1img.txt
+python3 train.py --nosave --data data/coco_10img.data && mv results.txt results3_10img.txt
+python3 train.py --nosave --data data/coco_100img.data && mv results.txt results4_100img.txt
+python3 train.py --nosave --data data/coco_100img.data --transfer && mv results.txt results3_100imgTL.txt
+python3 -c "from utils import utils; utils.plot_results()"
+gsutil cp results*.txt gs://ultralytics
+gsutil cp results.png gs://ultralytics
+sudo shutdown
+
+# 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
+python3 train.py --evolve --data data/coco_100img.data --num-workers 2
+gsutil cp evolve.txt gs://ultralytics
+sudo shutdown
+
+
+
+