Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -2,6 +2,33 @@ from huggingface_hub import from_pretrained_fastai
|
|
| 2 |
import gradio as gr
|
| 3 |
from fastai.vision.all import *
|
| 4 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 5 |
repo_id = "ancebuc/grapes-segmentation"
|
| 6 |
|
| 7 |
learner = from_pretrained_fastai(repo_id)
|
|
|
|
| 2 |
import gradio as gr
|
| 3 |
from fastai.vision.all import *
|
| 4 |
|
| 5 |
+
class TargetMaskConvertTransform(ItemTransform):
|
| 6 |
+
def __init__(self):
|
| 7 |
+
pass
|
| 8 |
+
def encodes(self, x):
|
| 9 |
+
img,mask = x
|
| 10 |
+
|
| 11 |
+
#Convert to array
|
| 12 |
+
mask = np.array(mask)
|
| 13 |
+
|
| 14 |
+
# Uvas
|
| 15 |
+
mask[mask==255]=1
|
| 16 |
+
|
| 17 |
+
# Hojas
|
| 18 |
+
mask[mask==150]=2
|
| 19 |
+
|
| 20 |
+
# Poste
|
| 21 |
+
mask[mask==76]=3
|
| 22 |
+
mask[mask==74]=3
|
| 23 |
+
|
| 24 |
+
# Madera
|
| 25 |
+
mask[mask==29]=4
|
| 26 |
+
mask[mask==25]=4
|
| 27 |
+
|
| 28 |
+
# Back to PILMask
|
| 29 |
+
mask = PILMask.create(mask)
|
| 30 |
+
return img, mask
|
| 31 |
+
|
| 32 |
repo_id = "ancebuc/grapes-segmentation"
|
| 33 |
|
| 34 |
learner = from_pretrained_fastai(repo_id)
|