Create README.md
Browse files
README.md
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
readme = """---
|
| 2 |
+
language: en
|
| 3 |
+
tags:
|
| 4 |
+
- object-detection
|
| 5 |
+
- computer-vision
|
| 6 |
+
- faster-rcnn
|
| 7 |
+
- pytorch
|
| 8 |
+
- voc2007
|
| 9 |
+
datasets:
|
| 10 |
+
- pascal-voc-2007
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
# Faster R-CNN — PASCAL VOC 2007
|
| 14 |
+
|
| 15 |
+
Réimplémentation from scratch de Faster R-CNN (Ren et al., 2015) en PyTorch.
|
| 16 |
+
|
| 17 |
+
## Architecture
|
| 18 |
+
- Backbone : VGG16 pré-entraîné ImageNet
|
| 19 |
+
- RPN : Conv 3×3 + deux têtes 1×1 (cls + reg)
|
| 20 |
+
- Fast R-CNN head : RoI Align 7×7 + FC 4096 + FC 4096 + cls/reg heads
|
| 21 |
+
- 20 classes PASCAL VOC + background
|
| 22 |
+
|
| 23 |
+
## Résultats
|
| 24 |
+
- Entraînement : 10 epochs, SGD momentum=0.9
|
| 25 |
+
- Val loss : 0.36
|
| 26 |
+
|
| 27 |
+
## Chargement rapide (voir ci-dessous)
|
| 28 |
+
"""
|
| 29 |
+
|
| 30 |
+
api.upload_file(
|
| 31 |
+
path_or_fileobj=readme.encode(),
|
| 32 |
+
path_in_repo="README.md",
|
| 33 |
+
repo_id="charlie-arsenec/faster-rcnn-voc2007",
|
| 34 |
+
repo_type="model",
|
| 35 |
+
)
|