utility node changes
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@@ -3665,7 +3665,6 @@ class TRI3D_BGREMOVE_MEGA():
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batch_results = torch.stack(batch_results)
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batch_results_masks = torch.stack(batch_results_masks)
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print("scsadvsdfbgfbgfnfdnfgn:",batch_results.shape)
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return (batch_results,batch_results_masks)
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+12
-8
@@ -94,6 +94,10 @@ class TRI3D_extract_pose_part():
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xmin, xmax, ymin, ymax = min(x1, x2), max(x1, x2), min(y1, y2), max(y1, y2)
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for i in [xmin, xmax, ymin, ymax]:
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if i < 0:
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return None
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return [xmin, xmax, ymin, ymax]
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def run(self, image, pose_json, width_pad, height_pad, shoulders):
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@@ -109,8 +113,6 @@ class TRI3D_extract_pose_part():
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input_pose = json.load(open(pose_json))
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keypoints = input_pose['keypoints']
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print("Input image shape:", image.shape)
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og_h, og_w = image.shape[:2]
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ph, pw = [input_pose['height'], input_pose['width']]
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@@ -123,29 +125,31 @@ class TRI3D_extract_pose_part():
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width_offset = int(og_w * (width_pad) / 100)
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height_offset = int(og_h * (height_pad) / 100)
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xmin, xmax, ymin, ymax = [0, image.shape[1], 0, image.shape[0]]
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xmin, xmax, ymin, ymax = [0, og_w, 0, og_h]
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part_to_coords = {
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"shoulders":self.get_frame_coords(keypoints[2], keypoints[5])
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}
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if shoulders:
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new_xmin, new_xmax, new_ymin, new_ymax = part_to_coords["shoulders"]
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print(part_to_coords["shoulders"])
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if part_to_coords["shoulders"] != None:
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new_xmin, new_xmax, new_ymin, new_ymax = part_to_coords["shoulders"]
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xmin, xmax, ymin, ymax = new_xmin, new_xmax, new_ymin, new_ymax
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xmin, xmax, ymin, ymax = new_xmin, new_xmax, new_ymin, new_ymax
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xmin = max(0, xmin - width_offset)
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xmax = min(og_w, xmax + width_offset)
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ymin = max(0, ymin - height_offset)
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ymax = min(og_h, ymax + height_offset)
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image = image[ymin:ymax, xmin:xmax,:].astype(np.uint8)
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image = image[ymin:ymax, xmin:xmax, :].astype(np.uint8)
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image = to_torch_image(image)
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batch_result.append(image)
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batch_result = torch.stack(batch_result)
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# print("final_coords", xmin, xmax, ymin, ymax)
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print("final_coords", xmin, xmax, ymin, ymax)
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coords = ",".join([str(xmin), str(xmax), str(ymin), str(ymax)])
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print(batch_result.shape)
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return batch_result, coords
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class TRI3D_position_pose_part():
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