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car-detection-bayes
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updates

This commit is contained in:
Glenn Jocher 2019-03-22 17:53:06 +02:00
parent b31f8fb017
commit 4114d5e9c9
2 changed files with 10 additions and 19 deletions
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2
test.py
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@ -43,7 +43,7 @@ def test(
# Dataloader # Dataloader
dataset = LoadImagesAndLabels(test_path, img_size=img_size) dataset = LoadImagesAndLabels(test_path, img_size=img_size)
dataloader = DataLoader(dataset, batch_size=batch_size, num_workers=0) dataloader = DataLoader(dataset, batch_size=batch_size, num_workers=4)
mean_mAP, mean_R, mean_P, seen = 0.0, 0.0, 0.0, 0 mean_mAP, mean_R, mean_P, seen = 0.0, 0.0, 0.0, 0
print('%11s' * 5 % ('Image', 'Total', 'P', 'R', 'mAP')) print('%11s' * 5 % ('Image', 'Total', 'P', 'R', 'mAP'))

27
utils/gcp.sh
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@ -6,7 +6,7 @@ bash yolov3/data/get_coco_dataset.sh
sudo rm -rf cocoapi && git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3 sudo rm -rf cocoapi && git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3
sudo shutdown sudo shutdown
# Start # Train
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
cp -r weights yolov3 cp -r weights yolov3
cd yolov3 && python3 train.py --batch-size 16 --epochs 1 cd yolov3 && python3 train.py --batch-size 16 --epochs 1
@ -16,30 +16,21 @@ sudo shutdown
python3 train.py --resume python3 train.py --resume
# Detect # Detect
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 python3 detect.py
cd yolov3 && python3 detect.py
# Clone branch # Clone a branch
sudo rm -rf yolov3 && git clone -b multi_gpu --depth 1 https://github.com/ultralytics/yolov3 sudo rm -rf yolov3 && git clone -b multi_gpu --depth 1 https://github.com/ultralytics/yolov3
cd yolov3 && python3 train.py --batch-size 26
sudo rm -rf yolov3 && git clone -b multigpu --depth 1 https://github.com/alexpolichroniadis/yolov3
cp coco.data yolov3/cfg
cd yolov3 && python3 train.py --batch-size 26
# Test # Test
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
sudo rm -rf cocoapi && git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3 sudo rm -rf cocoapi && git clone https://github.com/cocodataset/cocoapi && cd cocoapi/PythonAPI && make && cd ../.. && cp -r cocoapi/PythonAPI/pycocotools yolov3
cd yolov3 && python3 test.py --save-json --conf-thres 0.005 cd yolov3 && python3 test.py --save-json --conf-thres 0.005
# Test Darknet # Test Darknet training
python3 test.py --img_size 416 --weights ../darknet/backup/yolov3.backup python3 test.py --img_size 416 --weights ../darknet/backup/yolov3.backup
# Download and Resume # Download with wget
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 && cd yolov3
wget https://storage.googleapis.com/ultralytics/yolov3.pt -O weights/latest.pt wget https://storage.googleapis.com/ultralytics/yolov3.pt -O weights/latest.pt
python3 train.py --img_size 416 --batch_size 16 --epochs 1 --resume
python3 test.py --img_size 416 --weights weights/latest.pt --conf_thres 0.5
# Copy latest.pt to bucket # Copy latest.pt to bucket
gsutil cp yolov3/weights/latest.pt gs://ultralytics gsutil cp yolov3/weights/latest.pt gs://ultralytics
@ -48,8 +39,8 @@ gsutil cp yolov3/weights/latest.pt gs://ultralytics
gsutil cp gs://ultralytics/latest.pt yolov3/weights/latest.pt gsutil cp gs://ultralytics/latest.pt yolov3/weights/latest.pt
wget https://storage.googleapis.com/ultralytics/latest.pt wget https://storage.googleapis.com/ultralytics/latest.pt
# Testing # Trade Studies
sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3 && cd yolov3 sudo rm -rf yolov3 && git clone https://github.com/ultralytics/yolov3
python3 train.py --epochs 3 --var 64 cp -r weights yolov3
cd yolov3 && python3 train.py --batch-size 16 --epochs 1
sudo shutdown sudo shutdown