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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: https://huggingface.co/spaces/RaviNaik/ERA-SESSION13/blob/main/model.ckpt | |
""" | |
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", | |
] | |
``` | |
""" | |