srini98 commited on
Commit
758e4cd
1 Parent(s): 2f6ee1c
Files changed (5) hide show
  1. app.py +20 -4
  2. black.jpg +0 -0
  3. export.pkl +3 -0
  4. grizzly.jpg +0 -0
  5. teddy.jpg +0 -0
app.py CHANGED
@@ -1,7 +1,23 @@
 
1
  import gradio as gr
2
 
3
- def greet(name):
4
- return "Hello " + name + "!!"
5
 
6
- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
7
- iface.launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from fastai.vision.all import *
2
  import gradio as gr
3
 
 
 
4
 
5
+ learn = load_learner("export.pkl" )
6
+
7
+ def classify_image(img):
8
+ pred, pred_idx, probs = learn.predict(img)
9
+ return pred
10
+
11
+ bear_types = 'grizzly' , 'black' , 'teddy'
12
+
13
+ image = gr.inputs.Image(shape=(192 , 192))
14
+
15
+ label = gr.outputs.Label()
16
+
17
+ examples = ["teddy.jpg" , "black.jpg" , "grizzly.jpg" ]
18
+
19
+
20
+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
21
+ intf.launch(inline = False)
22
+
23
+
black.jpg ADDED
export.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2236159e0668246e6a917afdc09c0f909d7e9760f8614a18e17e127827edfe59
3
+ size 46971745
grizzly.jpg ADDED
teddy.jpg ADDED