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| model_stats = """ | |
| ### YoloV3 Model Implementation & Training Details | |
| Github Link: https://github.com/RaviNaik/ERA-SESSION13/tree/main | |
| #### Achieved: | |
| 1. **Training Loss: 3.680** | |
| 2. **Validation Loss: 4.940** | |
| 3. **Class accuracy: 81.601883%** | |
| 4. **No obj accuracy: 97.991463%** | |
| 5. **Obj accuracy: 75.976616%** | |
| 6. **MAP: 0.4366795** | |
| Model Link: | |
| """ | |
| data_stats = """ | |
| ### Pascal-Voc Dataset Details | |
| Dataset Link: https://www.kaggle.com/datasets/aladdinpersson/pascal-voc-dataset-used-in-yolov3-video?resource=download | |
| ```python | |
| Number of images: 43.2k | |
| Dataset size: ~5GB | |
| Classes Supported: [ | |
| "aeroplane", | |
| "bicycle", | |
| "bird", | |
| "boat", | |
| "bottle", | |
| "bus", | |
| "car", | |
| "cat", | |
| "chair", | |
| "cow", | |
| "diningtable", | |
| "dog", | |
| "horse", | |
| "motorbike", | |
| "person", | |
| "pottedplant", | |
| "sheep", | |
| "sofa", | |
| "train", | |
| "tvmonitor", | |
| ] | |
| ``` | |
| """ | |