- Python 2.7+ or Python3.5
- TensorFlow
- Keras
- Hypereras
- Augmentor
pip install git+https://github.com/sktnkysh/tunerUsage:
format-dataset <dataset_dir> [options]
Options:
--output classed datasset directory
--teachin-file csv or tsv file.
--brain specific option
Usage:
toon <dataset_dir> [options]
$ ls dataset-dog-cat/
cat1.jpg cat2.jpg ...
dog1.jpg dog2.jpg ...
$ format-dataset --brain dataset-dog-cat -o classed-dog-cat/
classed-dog-cat
$ filecount classed-dog-cat/
./classed-dog-cat/cat 123
./classed-dog-cat/dog 133
./ 256
$ format-dataset --brain dataset-dog-cat -o classed-dog-cat/ | toon -o best-model.hdf5 &$ ls dataset-dog-cat/
label.csv 1.jpg 2.jpg 3.jpg 4.jpg ...
$ head label.csv
id,lable
1,dog
2,cat
3,cat
...
$ filecount format-dataset dataset-dog-cat -o classed-dog-cat/ --teaching-file label.csv
classed-dog-cat
$ classed-dog-cat/
./classed-dog-cat/cat 123
./classed-dog-cat/dog 133
./ 256
$ format-dataset dataset-dog-cat -o classed-dog-cat/ -t label.csv | toon -o best-model.hdf5 &