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add lab 2 readme.md

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Frank Xu
2025-03-05 11:45:50 -05:00
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lab02_Gun_detection_fasterRCNN/README.md
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@@ -79,7 +79,7 @@ Faster R-CNN is a two-stage object detection model:
- **Accuracy**: Faster R-CNN achieves high accuracy for detecting small or occluded objects like guns.
- **Transfer Learning**: By leveraging a pre-trained backbone (ResNet-50 + FPN), the model performs well even with smaller datasets.
### The Architecture of Faster R-CNN
### The Architecture of Faster R-CNN ([Image Credits](https://miro.medium.com/v2/resize:fit:1100/format:webp/1*3AZI4cNNOaLjuk0c73v7zg.jpeg))
<img src="https://miro.medium.com/v2/resize:fit:1100/format:webp/1*3AZI4cNNOaLjuk0c73v7zg.jpeg" alt="Architecture of Faster R-CNN" >