Completed
- Basic YOLO architecture
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Classroom Contents
Building YOLO Neural Networks for Object Detection in Python and PyTorch - Part 1
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- 1 - Intro
- 2 - Object Detection
- 3 - YOLO
- 4 - Dataset
- 5 - Preprocessing
- 6 - Python code
- 7 - Data Augmentations with Albumentations
- 8 - Basic YOLO architecture
- 9 - YOLO-Darknet Backbone
- 10 - Basic YOLO Neck
- 11 - YOLO Head
- 12 - YOLO Loss Function
- 13 - Postprocessing Python code
- 14 - Issues with Basic YOLO architecture
- 15 - Feature Pyramid Networks FPNs
- 16 - Non Maximum Suppression NMS
- 17 - Results & Future work
