Spaces:
Runtime error
Runtime error
PabloG
commited on
Commit
•
c7d7333
1
Parent(s):
a20d1d3
Added examples and updated app.py
Browse files- app.py +17 -3
- examples/bird.jpg +0 -0
- examples/rainforest.jpg +0 -0
- examples/tree.jpg +0 -0
- requierements.txt +0 -0
app.py
CHANGED
@@ -1,7 +1,21 @@
|
|
1 |
import gradio as gr
|
2 |
|
3 |
-
def greet(name):
|
4 |
-
return "Hello updated " + name + "!!"
|
5 |
|
6 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
7 |
iface.launch()
|
|
|
1 |
import gradio as gr
|
2 |
|
|
|
|
|
3 |
|
4 |
+
learn = load_learner('export.pkl')
|
5 |
+
labels = learn.dls.vocab
|
6 |
+
|
7 |
+
|
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 |
+
|
14 |
+
title = "Gradio test"
|
15 |
+
description = "Quick Fastai classifier for bird/forest."
|
16 |
+
examples = ['examples/bird.jpg', 'examples/tree.jpg', 'examples/rainforest.jpg']
|
17 |
+
interpretation='default'
|
18 |
+
enable_queue=True
|
19 |
+
|
20 |
+
gr.Interface(fn=predict,inputs=gr.Image(),outputs=gr.Label(num_top_classes=2),title=title,description=description,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
|
21 |
iface.launch()
|
examples/bird.jpg
ADDED
examples/rainforest.jpg
ADDED
examples/tree.jpg
ADDED
requierements.txt
ADDED
File without changes
|