ERA-SESSION13 / markdown.py
ravi.naik
added model link into app
70f7a67
raw
history blame contribute delete
956 Bytes
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",
]
```
"""