Spaces:
Runtime error
Runtime error
Nilay Modi
commited on
Commit
·
f6be4aa
1
Parent(s):
ef37cad
adding
Browse files- .DS_Store +0 -0
- app.py +19 -0
- black.jpg +0 -0
- export.pkl +3 -0
- grizzly.jpg +0 -0
- requirements.txt +2 -0
- teddy.jpg +0 -0
.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
app.py
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import gradio as gr
|
2 |
+
from fastai.vision.all import *
|
3 |
+
import skimage
|
4 |
+
|
5 |
+
learn = load_learner('export.pkl')
|
6 |
+
|
7 |
+
labels = learn.dls.vocab
|
8 |
+
def predict(img):
|
9 |
+
img = PILImage.create(img)
|
10 |
+
pred,pred_idx,probs = learn.predict(img)
|
11 |
+
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
12 |
+
|
13 |
+
title = "Bear Classifier"
|
14 |
+
description = "Classifies grizzly, black and teddy bear"
|
15 |
+
examples = ['grizzly.jpg', 'black.jpg', 'teddy.jpg']
|
16 |
+
interpretation='default'
|
17 |
+
enable_queue=True
|
18 |
+
|
19 |
+
gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
|
black.jpg
ADDED
![]() |
export.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:02e3509d40702f7c55cd887f74649345d8dfca5dda241137176a9819244d2f63
|
3 |
+
size 46970895
|
grizzly.jpg
ADDED
![]() |
requirements.txt
ADDED
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
1 |
+
fastai
|
2 |
+
scikit-image
|
teddy.jpg
ADDED
![]() |