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Do you select --inference_detector pytorch ?

You can refer the README.md to change inference_size. (Base on your video resolution,
high inference_size have better performance for smaller basketball.)

If you use pytorch yolov4 object detector engine --inference_detector pytorch.
For image input size, you can select any inference_size = (height, width) in.
height = 320 + 96 * n, n in {0, 1, 2, 3, ...}.
width = 320 + 96 * m, m in {0, 1, 2, 3, ...}.
Exmaple --inference_size (1184, 1184) or --inference_size (704, 704)
Default inference_size is (1184, 1184)

from ai_basketball_games_video_editor.