Add model card
Browse files
README.md
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
tags:
|
| 4 |
+
- depth-estimation
|
| 5 |
+
- video-depth
|
| 6 |
+
- monocular-geometry
|
| 7 |
+
- streaming
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
# DyFN
|
| 11 |
+
|
| 12 |
+
Pretrained checkpoint for **Stabilizing Streaming Video Geometry via Dynamic Feature Normalization**.
|
| 13 |
+
|
| 14 |
+
- **File:** `DyFN.pt`
|
| 15 |
+
- **Parameters:** ~320M
|
| 16 |
+
- **Base:** MoGe-ViT-L with ConvGRU temporal stabilizer
|
| 17 |
+
- **Code:** [shawLyu/Streaming_DyFN](https://github.com/shawLyu/Streaming_DyFN)
|
| 18 |
+
|
| 19 |
+
## Usage
|
| 20 |
+
|
| 21 |
+
```python
|
| 22 |
+
from moge.model.v1 import MoGeModel
|
| 23 |
+
|
| 24 |
+
model = MoGeModel.from_pretrained("shawlyu/DyFN")
|
| 25 |
+
```
|
| 26 |
+
|
| 27 |
+
Or pass a local path:
|
| 28 |
+
|
| 29 |
+
```python
|
| 30 |
+
model = MoGeModel.from_pretrained("./pretrained/DyFN.pt")
|
| 31 |
+
```
|