car-detection-bayes/utils/gcp.sh

#!/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 --batch-size 8 --epochs 100
Initial commit 2018-08-26 08:51:39 +00:00			`#!/usr/bin/env bash`

updates 2019-02-20 22:21:42 +00:00			`# New VM`
updates 2019-03-25 18:39:14 +00:00			`rm -rf yolov3 weights coco`
updates 2019-03-25 17:35:39 +00:00			`git clone https://github.com/ultralytics/yolov3`
updates 2019-03-25 18:39:14 +00:00			`bash yolov3/weights/download_yolov3_weights.sh && cp -r weights yolov3`
updates 2019-02-20 22:21:42 +00:00			`bash yolov3/data/get_coco_dataset.sh`
updates 2019-03-25 17:35:39 +00:00			`git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3`
			`sudo reboot now`
updates 2019-02-20 22:21:42 +00:00
updates 2019-03-25 18:39:14 +00:00			`# Re-clone`
			`sudo rm -rf yolov3`
updates 2019-04-11 10:47:35 +00:00			`git clone https://github.com/ultralytics/yolov3 # master`
			`# git clone -b test --depth 1 https://github.com/ultralytics/yolov3 yolov3_test # branch`
multi_gpu 2019-03-17 22:59:24 +00:00			`cp -r weights yolov3`
updates 2019-03-25 18:39:14 +00:00			`cp -r cocoapi/PythonAPI/pycocotools yolov3`
			`cd yolov3`

			`# Train`
			`python3 train.py`
Initial commit 2018-08-26 08:51:39 +00:00
			`# Resume`
train.py resume argument as store_true Default is false. If want to resume, call train.py --resume 2018-12-05 13:34:53 +00:00			`python3 train.py --resume`
Initial commit 2018-08-26 08:51:39 +00:00
			`# Detect`
updates 2019-03-22 15:53:06 +00:00			`python3 detect.py`
Initial commit 2018-08-26 08:51:39 +00:00
updates 2018-09-04 12:36:51 +00:00			`# Test`
mAP Update (#176) * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates 2019-03-30 17:45:04 +00:00			`python3 test.py --save-json`
updates 2018-09-10 14:41:02 +00:00
updates 2019-03-25 18:39:14 +00:00			`# Git pull`
			`git pull https://github.com/ultralytics/yolov3 # master`
updates 2019-04-06 14:16:40 +00:00			`git pull https://github.com/ultralytics/yolov3 test # branch`
updates 2018-12-04 18:17:03 +00:00
updates 2019-03-25 18:39:14 +00:00			`# Test Darknet training`
			`python3 test.py --weights ../darknet/backup/yolov3.backup`
clean up train.py 2018-10-09 17:22:33 +00:00
updates 2019-03-25 18:39:14 +00:00			`# Copy latest.pt TO bucket`
Add collate_fn() to DataLoader (#163) Multi-GPU update with custom collate function to allow variable size target vector per image without needing to pad targets. 2019-03-25 13:59:38 +00:00			`gsutil cp yolov3/weights/latest1gpu.pt gs://ultralytics`
updates 2018-11-13 11:20:01 +00:00
updates 2019-03-25 18:39:14 +00:00			`# Copy latest.pt FROM bucket`
updates 2018-11-13 11:20:01 +00:00			`gsutil cp gs://ultralytics/latest.pt yolov3/weights/latest.pt`
mAP Update (#176) * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates * updates 2019-03-30 17:45:04 +00:00			`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`
updates 2018-11-13 11:20:01 +00:00
updates 2019-04-18 14:07:47 +00:00			`# Reproduce tutorials`
updates 2019-04-16 10:49:34 +00:00			`rm results*.txt # WARNING: removes existing results`
updates 2019-04-16 21:57:43 +00:00			`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`
updates 2019-04-17 13:52:51 +00:00			`python3 train.py --nosave --data data/coco_100img.data && mv results.txt results4_100img.txt`
updates 2019-04-16 21:57:43 +00:00			`python3 train.py --nosave --data data/coco_100img.data --transfer && mv results.txt results3_100imgTL.txt`
updates 2019-04-16 10:49:34 +00:00			`python3 -c "from utils import utils; utils.plot_results()"`
			`gsutil cp results*.txt gs://ultralytics`
			`gsutil cp results.png gs://ultralytics`
			`sudo shutdown`
updates 2019-04-02 16:04:04 +00:00
updates 2019-04-18 14:07:47 +00:00			`# 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 --batch-size 8 --epochs 100`



updates 2019-04-02 16:04:04 +00:00