| | |
| | | print 'Loading data.' |
| | | |
| | | transformations = transforms.Compose([transforms.Scale(224), |
| | | transforms.RandomCrop(224), transforms.ToTensor()]) |
| | | transforms.RandomCrop(224), transforms.ToTensor(), |
| | | transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225])]) |
| | | |
| | | model.cuda(gpu) |
| | | |
| | |
| | | sys.exit(0) |
| | | |
| | | x_min, y_min, x_max, y_max = int(line[1]), int(line[2]), int(line[3]), int(line[4]) |
| | | x_min -= 100 |
| | | x_max += 100 |
| | | y_min -= 200 |
| | | y_max += 50 |
| | | x_min -= 150 |
| | | x_max += 150 |
| | | y_min -= 250 |
| | | y_max += 100 |
| | | x_min = max(x_min, 0) |
| | | y_min = max(y_min, 0) |
| | | x_max = min(frame.shape[1], x_max) |