Update README.md
Browse files
README.md
CHANGED
|
@@ -1,5 +1,31 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: cc-by-nc-4.0
|
| 3 |
-
tags:
|
| 4 |
-
- timm
|
| 5 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-nc-4.0
|
| 3 |
+
tags:
|
| 4 |
+
- timm
|
| 5 |
+
- transformers
|
| 6 |
+
base_model:
|
| 7 |
+
- timm/vit_base_patch16_siglip_384.v2_webli
|
| 8 |
+
---
|
| 9 |
+
|
| 10 |
+
```py
|
| 11 |
+
import torchvision.transforms.v2 as T
|
| 12 |
+
|
| 13 |
+
image_size = 448
|
| 14 |
+
preprocessor = T.Compose(
|
| 15 |
+
[
|
| 16 |
+
T.Resize(
|
| 17 |
+
size=None,
|
| 18 |
+
max_size=image_size,
|
| 19 |
+
interpolation=T.InterpolationMode.NEAREST,
|
| 20 |
+
),
|
| 21 |
+
T.Pad(
|
| 22 |
+
padding=image_size // 2,
|
| 23 |
+
fill=0, # black
|
| 24 |
+
),
|
| 25 |
+
T.CenterCrop(
|
| 26 |
+
size=(image_size, image_size),
|
| 27 |
+
),
|
| 28 |
+
T.ToDtype(dtype=torch.float32, scale=True), # 0~255 -> 0~1
|
| 29 |
+
]
|
| 30 |
+
)
|
| 31 |
+
```
|