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Test the map of models about coco

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pogg edited this page Jan 18, 2022 · 8 revisions

key parameter about v5lite-e.pt:

    parser.add_argument('--weights', nargs='+', type=str, default='weights/v5lite-e.pt', help='model.pt path(s)')
    parser.add_argument('--data', type=str, default='data/coco.yaml', help='*.data path')
    parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
    parser.add_argument('--img-size', type=int, default=320, help='inference size (pixels)')
    parser.add_argument('--conf-thres', type=float, default=0.001, help='object confidence threshold')
    parser.add_argument('--iou-thres', type=float, default=0.50, help='IOU threshold for NMS')
    parser.add_argument('--task', default='val', help='train, val, test, speed or study')

key parameter about v5lite-s.pt:

    parser.add_argument('--weights', nargs='+', type=str, default='weights/v5lite-s.pt', help='model.pt path(s)')
    parser.add_argument('--data', type=str, default='data/coco.yaml', help='*.data path')
    parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
    parser.add_argument('--img-size', type=int, default=416, help='inference size (pixels)')
    parser.add_argument('--conf-thres', type=float, default=0.001, help='object confidence threshold')
    parser.add_argument('--iou-thres', type=float, default=0.50, help='IOU threshold for NMS')
    parser.add_argument('--task', default='val', help='train, val, test, speed or study')

key parameter about v5lite-c.pt:

    parser.add_argument('--weights', nargs='+', type=str, default='weights/v5lite-c.pt', help='model.pt path(s)')
    parser.add_argument('--data', type=str, default='data/coco.yaml', help='*.data path')
    parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
    parser.add_argument('--img-size', type=int, default=512, help='inference size (pixels)')
    parser.add_argument('--conf-thres', type=float, default=0.001, help='object confidence threshold')
    parser.add_argument('--iou-thres', type=float, default=0.50, help='IOU threshold for NMS')
    parser.add_argument('--task', default='val', help='train, val, test, speed or study')

key parameter about v5lite-g.pt:

    parser.add_argument('--weights', nargs='+', type=str, default='weights/v5lite-g.pt', help='model.pt path(s)')
    parser.add_argument('--data', type=str, default='data/coco.yaml', help='*.data path')
    parser.add_argument('--batch-size', type=int, default=32, help='size of each image batch')
    parser.add_argument('--img-size', type=int, default=640, help='inference size (pixels)')
    parser.add_argument('--conf-thres', type=float, default=0.001, help='object confidence threshold')
    parser.add_argument('--iou-thres', type=float, default=0.55, help='IOU threshold for NMS')
    parser.add_argument('--task', default='val', help='train, val, test, speed or study')

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