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YOLOv8 on Visual Genoem Dataset

Giới Thiệu

Môi Trường Cài Đặt

Để cài đặt môi trường làm việc cho dự án này, bạn cần làm theo các bước sau:

  1. Clone repository

    git clone https://github.com/TongDuyDat/TDD-obj-detection-vg.git
    cd TDD-obj-detection-vg
  2. Tạo môi trường ảo

    MMYOLO relies on PyTorch, MMCV, MMEngine, and MMDetection. Below are quick steps for installation. Please refer to the Install Guide for more detailed instructions.

conda create -n mmyolo python=3.8 pytorch==1.10.1 torchvision==0.11.2 cudatoolkit=11.3 -c pytorch -y
conda activate mmyolo
pip install openmim
mim install "mmengine>=0.6.0"
mim install "mmcv>=2.0.0rc4,<2.1.0"
mim install "mmdet>=3.0.0,<4.0.0"
git clone https://github.com/open-mmlab/mmyolo.git
cd mmyolo
# Install albumentations
pip install -r requirements/albu.txt
# Install MMYOLO
mim install -v -e .

Tải Dữ Liệu

cd mmyolo
bash make_data.sh

Huấn Luyện Mô Hình

python tools/train.py configs/yolov8/custom_train_vg_yolov8_500e_coco.py

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