[bug fix] potential problem if img fed to model is in rectangular shape
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@@ -679,8 +679,8 @@ def letterbox(img, new_shape=(640, 640), color=(114, 114, 114), auto=True, scale
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dw, dh = np.mod(dw, 64), np.mod(dh, 64) # wh padding
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dw, dh = np.mod(dw, 64), np.mod(dh, 64) # wh padding
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elif scaleFill: # stretch
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elif scaleFill: # stretch
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dw, dh = 0.0, 0.0
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dw, dh = 0.0, 0.0
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new_unpad = new_shape
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new_unpad = (new_shape[1], new_shape[0])
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ratio = new_shape[0] / shape[1], new_shape[1] / shape[0] # width, height ratios
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ratio = new_shape[1] / shape[1], new_shape[0] / shape[0] # width, height ratios
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dw /= 2 # divide padding into 2 sides
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dw /= 2 # divide padding into 2 sides
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dh /= 2
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dh /= 2
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@@ -173,7 +173,7 @@ def xywh2xyxy(x):
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def scale_coords(img1_shape, coords, img0_shape, ratio_pad=None):
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def scale_coords(img1_shape, coords, img0_shape, ratio_pad=None):
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# Rescale coords (xyxy) from img1_shape to img0_shape
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# Rescale coords (xyxy) from img1_shape to img0_shape
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if ratio_pad is None: # calculate from img0_shape
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if ratio_pad is None: # calculate from img0_shape
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gain = max(img1_shape) / max(img0_shape) # gain = old / new
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gain = min(img1_shape[0] / img0_shape[0], img1_shape[1] / img0_shape[1]) # gain = old / new
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pad = (img1_shape[1] - img0_shape[1] * gain) / 2, (img1_shape[0] - img0_shape[0] * gain) / 2 # wh padding
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pad = (img1_shape[1] - img0_shape[1] * gain) / 2, (img1_shape[0] - img0_shape[0] * gain) / 2 # wh padding
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else:
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else:
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gain = ratio_pad[0][0]
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gain = ratio_pad[0][0]
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