Nurbek-web commited on
Commit
46352e6
1 Parent(s): 16357db

added model, created py script

Browse files
Files changed (4) hide show
  1. .gitignore +1 -0
  2. app.py +15 -4
  3. export.pkl +3 -0
  4. kairat.jpeg +0 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ env
app.py CHANGED
@@ -1,7 +1,18 @@
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
  import gradio as gr
2
+ from fastai.vision.all import *
3
+ from fastbook import *
4
+ from fastai.vision.widgets import *
5
+ import gradio as gr
6
+
7
+
8
+ learn_inf = load_learner('export.pkl')
9
+
10
+ categories = ("maxi", "kairat")
11
 
12
+ def classify_image(img):
13
+ pred,idx,probs = learn_inf.predict(img)
14
+ return dict(zip(categories, map(float, probs)))
15
 
16
+ examples = ["maxi.jpg", "kairat.jpeg"]
17
+ intf = gr.Interface(fn=classify_image, inputs=gr.inputs.Image(shape=(192, 192)), outputs=gr.outputs.Label(), examples=examples)
18
+ intf.launch(inline=False,share=True)
export.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0800f67ccc5fa6c764d436d8966d7543fa28d9c2f429e7d9294f4c5b7a50e1ae
3
+ size 46964670
kairat.jpeg ADDED