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·
e3a2ad8
1
Parent(s):
0e01414
Update app.py
Browse files
app.py
CHANGED
@@ -22,16 +22,13 @@ def detect_objects_on_image(image_path):
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results = model.predict(image_path)
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result = results[0]
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output = []
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for box in result.boxes:
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x1, y1, x2, y2 = [
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round(x) for x in box.xyxy[0].tolist()
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]
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class_id = box.cls[0].item()
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prob = round(box.conf[0].item(), 2)
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output.append([
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])
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cv2.rectangle(
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image,
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(x1, y1),
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@@ -40,10 +37,15 @@ def detect_objects_on_image(image_path):
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thickness=2,
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lineType=cv2.LINE_AA
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)
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return cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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inputs_image = [
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gr.components.Image(type="filepath", label="Input Image"),
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]
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results = model.predict(image_path)
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result = results[0]
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output = []
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for box in result.boxes:
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x1, y1, x2, y2 = [round(x) for x in box.xyxy[0].tolist()]
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class_id = box.cls[0].item()
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prob = round(box.conf[0].item(), 2)
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output.append([x1, y1, x2, y2, result.names[class_id], prob])
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cv2.rectangle(
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image,
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(x1, y1),
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thickness=2,
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lineType=cv2.LINE_AA
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)
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# Change font and size
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font = cv2.FONT_HERSHEY_SIMPLEX
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font_size = 0.5 # Adjust the font size as needed
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cv2.putText(image, result.names[class_id], (x1, y1), font, font_size, (36, 255, 12), 1)
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return cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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inputs_image = [
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gr.components.Image(type="filepath", label="Input Image"),
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]
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