akar49 commited on
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974f915
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1 Parent(s): 9abf9e7

Delete main.py

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  1. main.py +0 -30
main.py DELETED
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- import gradio as gr
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- import torch
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- import requests
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- from torchvision import transforms
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-
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- model = torch.hub.load("pytorch/vision:v0.6.0", "resnet18", pretrained=True).eval()
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- response = requests.get("https://git.io/JJkYN")
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- labels = response.text.split("\n")
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-
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-
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- def predict(inp):
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- inp = transforms.ToTensor()(inp).unsqueeze(0)
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- with torch.no_grad():
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- prediction = torch.nn.functional.softmax(model(inp)[0], dim=0)
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- confidences = {labels[i]: float(prediction[i]) for i in range(1000)}
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- return confidences
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-
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-
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- def run():
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- demo = gr.Interface(
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- fn=predict,
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- inputs=gr.Image(type="pil"),
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- outputs=gr.Label(num_top_classes=3),
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- )
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-
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- demo.launch(server_name="0.0.0.0", server_port=7860)
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-
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-
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- if __name__ == "__main__":
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- run()