- images/photos
- movie
ffmpeg -i INPUT -filter:v fps=FRAMES/SECONDS %02d.jpg
500px x 500px MAX
convert -resize 25% *.jpg
https://github.com/puzzledqs/BBox-Label-Tool
- script here
10% testing data
- script here
- script here
- tomster.names(labels/classes)
tomster
- tomster.data(sources)
classes = 1
train = /abs/path/to/train.txt
valid = /abs/path/to/test.txt
names = /abs/path/to/*.names
backup = backup/
- tomster.cfg(hyperparams)
soon
Minimize AVG loss > 0.2
darknet detector train path/to/*.data path/to/*.cfg path/to/*.weights >> training.log
darknet detector demo path/to/*.data path/to/*.cfg path/to/*.weights
Change the detection threshold(optional):
thresh 0.X