Delete python/python
Browse files- python/python/infer.py +0 -50
- python/python/infer_onnx.py +0 -56
- python/python/requirements.txt +0 -3
python/python/infer.py
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import argparse
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import cv2
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import numpy as np
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import axengine as axe
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def parse_args() -> argparse.Namespace:
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--img",
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type=str,
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required=True,
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help="Path to input image.",
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)
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parser.add_argument(
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"--model",
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type=str,
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required=True,
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help="Path to axmodel model.",
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)
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return parser.parse_args()
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def infer(img: str, model: str, viz: bool = False):
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img_raw = cv2.imread(img)
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image = cv2.cvtColor(img_raw, cv2.COLOR_BGR2RGB)
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orig_h, orig_w = image.shape[:2]
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image = cv2.resize(image, (518,518))
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image = image[None]
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session = axe.InferenceSession(model)
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depth = session.run(None, {"input": image})[0]
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depth = cv2.resize(depth[0, 0], (orig_w, orig_h))
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depth = (depth - depth.min()) / (depth.max() - depth.min()) * 255.0
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depth = depth.astype(np.uint8)
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depth_color = cv2.applyColorMap(depth, cv2.COLORMAP_INFERNO)
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combined_result = cv2.hconcat([img_raw, depth_color])
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cv2.imwrite("output-ax.png", combined_result)
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return depth
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if __name__ == "__main__":
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args = parse_args()
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infer(**vars(args))
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python/python/infer_onnx.py
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@@ -1,56 +0,0 @@
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import argparse
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import cv2
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import numpy as np
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import onnxruntime as ort
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def parse_args() -> argparse.Namespace:
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--img",
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type=str,
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required=True,
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help="Path to input image.",
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)
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parser.add_argument(
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"--model",
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type=str,
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required=True,
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help="Path to ONNX model.",
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)
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return parser.parse_args()
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def infer(img: str, model: str, viz: bool = False):
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img_raw = cv2.imread(img)
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image = cv2.cvtColor(img_raw, cv2.COLOR_BGR2RGB)
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orig_h, orig_w = image.shape[:2]
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image = cv2.resize(image, (518,518) )
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mean = np.array([123.675, 116.28, 103.53],dtype=np.float32).reshape(1,1,3)
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std = np.array([58.395, 57.12, 57.375],dtype=np.float32).reshape(1,1,3)
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image = (image-mean)/std
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image = image.transpose(2,0,1)
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image = image[None]
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session = ort.InferenceSession(
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model, providers=["CUDAExecutionProvider", "CPUExecutionProvider"]
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)
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depth = session.run(None, {"input": image})[0]
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depth = cv2.resize(depth[0, 0], (orig_w, orig_h))
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depth = (depth - depth.min()) / (depth.max() - depth.min()) * 255.0
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depth = depth.astype(np.uint8)
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depth_color = cv2.applyColorMap(depth, cv2.COLORMAP_INFERNO)
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combined_result = cv2.hconcat([img_raw, depth_color])
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cv2.imwrite("output-onnx.png", combined_result)
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return depth
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if __name__ == "__main__":
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args = parse_args()
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infer(**vars(args))
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python/python/requirements.txt
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onnx
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onnxruntime
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opencv-python
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