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Fine-tuning Florence 2 on bounding boxes. Notebook demo.
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Classroom Contents
Object and Bounding Box Detection with Vision Models Using Florence 2
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- 1 Object and Bounding Box Detection with Vision Models
- 2 Video Overview
- 3 Florence 2 Architecture
- 4 How bounding boxes and segmentation work
- 5 Inferencing Florence 2 in Google Colab. Bounding boxes and segmentation.
- 6 Annotating a custom dataset with bounding boxes.
- 7 Fine-tuning Florence 2 on bounding boxes. Notebook demo.
- 8 Setting up LoRA adapters
- 9 How to choose learning rate and training arguments
- 10 Fine-tuning results and performance
- 11 Video Resources
