Talk 3: Transfer Learning with YOLOv3 - 物件偵測的學習移轉

Talk 3

Contents

• Overview - YOLO物件偵測以及學習移轉簡介
  
• Dataset Labeling with labelImg - 物件標註
  
• Colab Training - 上傳以及模型訓練
  
• Local Object Detection - 下載測試
• More - Google Object Detection API
  

Overview - Computer Vision Tasks

Overview - Computer Vision Tasks

Overview - Object Detection with YOLO

Overview - Object Detection with YOLO

Overview - Transfer Learning

Overview - Transfer Learning

Overview - Transfer Learning

Overview - Transfer Learning

Overview - Transfer Learning

Overview - Transfer Learning

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

LableImg - Labeling Images

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Colab Training - 雲端模型訓練

Local Object Detection - 物件偵測

Local Object Detection - 物件偵測

Local Object Detection - 物件偵測

Local Object Detection - 物件偵測

Finishing Colab Training - 訓練與效能評估

Finishing Colab Training - 訓練與效能評估

Finishing Colab Training - 訓練與效能評估

Finishing Colab Training - 訓練與效能評估

Finishing Colab Training - 訓練與效能評估

Finishing Colab Training - 訓練與效能評估

More - Google Object Detection API