Subha Nawer Pushpita commited on
Commit
aebbe04
·
1 Parent(s): cb1e716

delete initial app.py

Browse files
Files changed (1) hide show
  1. app.py +0 -24
app.py DELETED
@@ -1,24 +0,0 @@
1
- import torch
2
- import requests
3
- import gradio as gr
4
- from PIL import Image
5
- from torchvision import transforms
6
-
7
-
8
- model = torch.hub.load('pytorch/vision:v0.6.0', 'resnet18', pretrained=True).eval()
9
-
10
- # Download human-readable labels for ImageNet.
11
- response = requests.get("https://git.io/JJkYN")
12
- labels = response.text.split("\n")
13
-
14
- def predict(inp):
15
- inp = transforms.ToTensor()(inp).unsqueeze(0)
16
- with torch.no_grad():
17
- prediction = torch.nn.functional.softmax(model(inp)[0], dim=0)
18
- confidences = {labels[i]: float(prediction[i]) for i in range(1000)}
19
- return confidences
20
-
21
- gr.Interface(fn=predict,
22
- inputs=gr.inputs.Image(type="pil"),
23
- outputs=gr.outputs.Label(num_top_classes=3),
24
- examples=["lion.jpg", "cheetah.jpg"]).launch(share=True)