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Update main.py
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main.py
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@@ -17,8 +17,8 @@ import uvicorn
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from skimage import color
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import hashlib
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#
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torch.set_num_threads(
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# --- CONFIGURATION ---
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MODEL_PATH = "best.pt"
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@@ -596,12 +596,7 @@ class WatermelonProcessor:
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cv2.circle(output, pt_bot, 8, (255, 255, 255), -1)
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cv2.polylines(output, [fit_pts.astype(np.int32)], True, (0, 255, 0), 3)
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prev_h, prev_w = output.shape[:2]
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if max(prev_h, prev_w) > 640:
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p_scale = 640.0 / max(prev_h, prev_w)
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output = cv2.resize(output, (int(prev_w * p_scale), int(prev_h * p_scale)), interpolation=cv2.INTER_AREA)
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_, buffer = cv2.imencode(".jpg", output, [cv2.IMWRITE_JPEG_QUALITY, 80])
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img_base64 = base64.b64encode(buffer).decode("utf-8")
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mark("render")
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from skimage import color
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import hashlib
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# OOM PREVENTION
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torch.set_num_threads(1)
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# --- CONFIGURATION ---
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MODEL_PATH = "best.pt"
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cv2.circle(output, pt_bot, 8, (255, 255, 255), -1)
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cv2.polylines(output, [fit_pts.astype(np.int32)], True, (0, 255, 0), 3)
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_, buffer = cv2.imencode(".jpg", output, [cv2.IMWRITE_JPEG_QUALITY, 80])
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img_base64 = base64.b64encode(buffer).decode("utf-8")
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mark("render")
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