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yolov3-chainer's Introduction

YOLOv3-chainer

  • Python == 3.5.2

cloneから仮想環境まで

git clone https://github.com/briongloid/YOLOv3-chainer.git
cd YOLOv3-chainer
python3 -m venv venv
. venv/bin/activate
pip install -U pip
pip install -r requirements.txt

cupyのインストール

pip install cupy

Pascal VOCデータセットでDarknet53の学習

python darknet53_voc_train.py

GPUを使って学習

python darknet53_voc_train.py -g 0

複数のGPUを使って学習

python darknet53_voc_train.py -g 0 1

Pascal VOCデータセットでYOLOv3の学習

python yolov3_voc_train.py

学習済みDarknet53と複数GPUを使った学習

python yolov3_voc_train.py --darknet ./darknet53-voc-result/darknet53_snapshot.npz -g 0 1

確認

python yolov3_voc_predict.py --yolo ./yolov3-voc-result/yolov3_final.npz --image ./data/image/dog.jpg --thresh 0.8

yolov3-chainer's People

Contributors

briongloid avatar

Stargazers

 avatar uoyuki avatar  avatar Shintarou Okada avatar  avatar JeffShee@ねくもり avatar sana5236 avatar Raffaello Bonghi avatar

Watchers

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Forkers

discdisk

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