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Update app.py
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app.py
CHANGED
@@ -1,5 +1,6 @@
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import gradio as gr
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from transformers import AutoImageProcessor, AutoModelForObjectDetection
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import torch
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image_processor = AutoImageProcessor.from_pretrained('hustvl/yolos-small')
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@@ -8,6 +9,7 @@ model = AutoModelForObjectDetection.from_pretrained('hustvl/yolos-small')
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def detect(image):
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inputs = image_processor(images=image, return_tensors="pt")
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outputs = model(**inputs)
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# convert outputs to COCO API
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target_sizes = torch.tensor([image.size[::-1]])
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import gradio as gr
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from transformers import AutoImageProcessor, AutoModelForObjectDetection
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from PIL import Image
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import torch
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image_processor = AutoImageProcessor.from_pretrained('hustvl/yolos-small')
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def detect(image):
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inputs = image_processor(images=image, return_tensors="pt")
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outputs = model(**inputs)
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image = Image.open(image)
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# convert outputs to COCO API
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target_sizes = torch.tensor([image.size[::-1]])
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