Invoker Kael's toolbox, a collection of frequently used scripts.
List of available tools
mxnet-cubicle/- MXNet toolsmxnet-cam- Draw class activation mappingmxnet-visualizer- Draw curves according to training logimg-cls- Image-classification taskobj-det- Object-detection taskrecordio_traverse.py- Traverse a RecordIO filemxnet_setup.sh- Auto-install mxnet
caffe-cubicle/- Caffe toolscaffe-visualizer- Draw curves according to training logcaffe-fm-visualizer- Visualize internal featuremapimg-cls- Image-classification task
pytorch-cubicle/- Pytorch toolslabelX-cubicle/- LabelX toolsgen_labelx_jsonlist.py- Generate labelX-standard jsonlistlabelx_jsonlist_adapter.py- Convert labelX-standard jsonlist to useable format
download_from_urls.py- Multi-threading downloading scriptsclassification_evaluator.py- Evaluate image classification results
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Most scripts require docopt interface pack:
pip install docopt -
If
No module named AvaLibis warned:# either remove this line and corresponding lines in codes import AvaLib # or install AvaLib with cmd easy_install lib/AvaLib-1.0-py2.7.egg
use xxx.py -h to get help information