RepNet python-CLI
RepNet python-CLI is command line interface implementation of RepNet - https://sites.google.com/view/repnet
Environments
Tested on python 3.8 and Tensorflow 2.3.
Required packages can be installed by pip install -r requirements.txt
Usage
Single video input
python main.py input_video.mp4 --out output_video.mp4
Batch video inputs
python main.py /videos/root --out /output/root
Arguments
usage: main.py [-h] [--out OUT] [--ckpt CKPT] [--threshold THRESHOLD]
[--in-threshold IN_THRESHOLD] [--constant-speed]
[--median-filter] [--no-median-filter] [--fully-periodic]
[--viz-reps] [--no-viz-reps] [--rot ROT] [--win-size WIN_SIZE]
[--stride-ratio STRIDE_RATIO]
path
positional arguments:
path Input video file path or root. If 0 is given, it runs
on webcam mode(EXPERIMENTAL)
optional arguments:
-h, --help show this help message and exit
--out OUT Output video file path or root (default: ./export)
--ckpt CKPT Checkpoint weights root. (default: ./weights)
--threshold THRESHOLD
RepNet threshold. (default: 0.2)
--in-threshold IN_THRESHOLD
RepNet within period threshold. (default: 0.5)
--constant-speed RepNet constant speed parameter. (default: False)
--median-filter RepNet median filter parameter. (default: True)
--no-median-filter RepNet median filter parameter. (default: True)
--fully-periodic RepNet fully periodic parameter. (default: False)
--viz-reps Vizualitation repetition mode (default: True)
--no-viz-reps Vizualitation repetition mode (default: True)
--rot ROT Rotate videos. (none, cw, ccw, 180) (default: none)
--win-size WIN_SIZE Window size for webcam mode (default: 10)
--stride-ratio STRIDE_RATIO
Window stride ratio respect to win-size for webcam
mode (default: 0.5)
Failure case
| Good | Bad |
|---|---|
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