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How to use remove_kernel method in autotest

Best Python code snippet using autotest_python

utils.py

Source:utils.py

1import cv22import numpy as np3import torchvision4import torch5def segment(model, x):6    model = model.eval()7    x = cv2.resize(x, (512, 1024))8    x = torchvision.transforms.ToTensor()(x).unsqueeze(0)9    with torch.no_grad():10        x = model(x)11    mask = x[0, 0]12    height = x[0, 1]13    mask = (mask > 0).numpy().astype(np.uint8, copy=False) * 25514    height = height.numpy()15    np.exp(height, out=height)16    height = np.rint(height)17    height = height.astype(np.int, copy=False)18    return mask, height19def detect_lines(x, hmap, im_size):20    fx = im_size[1] / x.shape[1]21    fy = im_size[0] / x.shape[0]22    connect_kernel = np.ones((1, 30 + 1), dtype=np.uint8)23    remove_kernel = np.ones((1, 10 + 1), dtype=np.uint8)24    cv2.dilate(x, connect_kernel, x)25    cv2.erode(x, connect_kernel, x)26    # remove short lines27    cv2.erode(x, remove_kernel, x)28    cv2.dilate(x, remove_kernel, x)29    num_line, segment_lines = cv2.connectedComponents(x)30    boxes = []31    for c in range(num_line):32        line = segment_lines == c33        x = np.sum(line, axis=0)34        x = np.nonzero(x)[0]35        x1, x2 = x[0], x[-1]36        y = np.argmax(line, axis=0)37        y2 = max(y[x1], y[x2])38        h = np.mean(hmap[line])39        h = h + abs(y[x1] - y[x2])40        y1 = max(y2 - h, 0)41        if y2 == 0:42            continue43        boxes.append([44            (int(round(x1*fx)), int(round(y1*fy))),45            (int(round(x2*fx)), int(round(y2*fy)))46        ])...

rm_kernel.py

Source:rm_kernel.py

...24 # console init25 console = Console()26 # load config27 config = Config()...

main.py

Source:main.py

...9        return {"free":"NO_MACHINE"}10    item=[free_list[0]]11    print("item is")12    print(item)13    remove_kernel(item[0].split(":")[0],item[0].split(":")[1],item[0].split(":")[2],item[0].split(":")[3])14    return {"free":item}15@app.route("/service_registry/get_service_location/<service>")16def get_service_location(service):17    return {"location":service_registry[service]};18def remove_kernel(ip,username,password,port):19	free_list.remove(str(ip)+":"+str(username)+":"+str(password)+":"+str(port));20if __name__ == "__main__":        # on running python app.py...

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