update factory_for_gt
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86438189a7
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@ -7,7 +7,7 @@ from openpifpaf import show
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from PIL import Image
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def factory_for_gt(image, name=None, path_gt=None):
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def factory_for_gt(im_size, name=None, path_gt=None):
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"""Look for ground-truth annotations file and define calibration matrix based on image size """
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try:
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@ -24,10 +24,10 @@ def factory_for_gt(image, name=None, path_gt=None):
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print("Monoloco: matched ground-truth file!\n" + '-' * 120)
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except KeyError:
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dic_gt = None
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x_factor = image.size[0] / 1600
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y_factor = image.size[1] / 900
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x_factor = im_size[0] / 1600
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y_factor = im_size[1] / 900
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pixel_factor = (x_factor + y_factor) / 2
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if image.size[0] / image.size[1] > 2.5:
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if im_size[0] / im_size[1] > 2.5:
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kk = [[718.3351, 0., 600.3891], [0., 718.3351, 181.5122], [0., 0., 1.]] # Kitti calibration
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else:
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kk = [[1266.4 * pixel_factor, 0., 816.27 * x_factor],
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@ -46,7 +46,7 @@ def factory_outputs(args, images_outputs, output_path, pifpaf_outputs, monoloco_
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# Save json file
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if 'pifpaf' in args.networks:
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keypoint_sets, pifpaf_out, scores = pifpaf_outputs[:]
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keypoint_sets, scores, pifpaf_out = pifpaf_outputs[:]
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# Visualizer
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keypoint_painter = show.KeypointPainter(show_box=True)
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@ -85,7 +85,7 @@ def factory_outputs(args, images_outputs, output_path, pifpaf_outputs, monoloco_
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printer.print()
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if 'json' in args.output_types:
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with open(os.path.join(args.output_path + '.monoloco.json'), 'w') as ff:
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with open(os.path.join(output_path + '.monoloco.json'), 'w') as ff:
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json.dump(monoloco_outputs, ff)
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@ -146,7 +146,7 @@ def predict(args):
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im_name = os.path.basename(image_path)
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kk, _ = factory_for_gt(image, name=im_name, path_gt=args.path_gt)
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kk, _ = factory_for_gt(im_size, name=im_name, path_gt=args.path_gt)
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# Preprocess pifpaf outputs and run monoloco
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boxes, keypoints = preprocess_pif(pifpaf_out, im_size)
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