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Update app.py
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app.py
CHANGED
@@ -3,12 +3,13 @@ from transformers import DetrImageProcessor, DetrForObjectDetection
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import torch
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import supervision as sv
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import json
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image_processor = DetrImageProcessor.from_pretrained("facebook/detr-resnet-50")
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model = DetrForObjectDetection.from_pretrained("Guy2/AirportSec-150epoch")
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id2label = {0: 'dangerous-items', 1: 'Gun', 2: 'Knife', 3: 'Pliers', 4: 'Scissors', 5: 'Wrench'}
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def anylize(
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image =
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with torch.no_grad():
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@@ -28,4 +29,4 @@ def anylize(img):
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json_list = json.dumps(labels)
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return json_list
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gr.Interface(fn = anylize, inputs="
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import torch
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import supervision as sv
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import json
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import requests
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image_processor = DetrImageProcessor.from_pretrained("facebook/detr-resnet-50")
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model = DetrForObjectDetection.from_pretrained("Guy2/AirportSec-150epoch")
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id2label = {0: 'dangerous-items', 1: 'Gun', 2: 'Knife', 3: 'Pliers', 4: 'Scissors', 5: 'Wrench'}
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def anylize(url):
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image = Image.open(requests.get(url, stream=True).raw)
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with torch.no_grad():
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json_list = json.dumps(labels)
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return json_list
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gr.Interface(fn = anylize, inputs="text", outputs=gr.JSON()).launch()
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