Up YOLO モデル構築法 作成: 2021-05-05
更新: 2021-05-05

    Model construction
    1. Data gathering and preparation
    2. Model training
    3. Model evaluation

    1. Data gathering and preparation
    • dataset
      • Tool : LabelIMG
    • data augmentation (vertical flip, brightness modificaton)
      • Keras (ImageDataGenerator)

    2. Model training
    1. Configure a GPU environment
    2. Mount Google Drive
    3. Download and configure Darknet
    4. Configure settings files
    5. Upload and unpack images
    6. Preparation for training
    7. Train the model