espectre / Kaels-toolbox

Invoker Kael's toolbox, a collection of frequently used scripts.

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Kaels-toolbox

Invoker Kael's toolbox, a collection of frequently used scripts.

Content

List of available tools

  1. mxnet-cubicle/ - MXNet tools
    • mxnet-cam - Draw class activation mapping
    • mxnet-visualizer - Draw curves according to training log
    • img-cls - Image-classification task
    • obj-det - Object-detection task
    • recordio_traverse.py - Traverse a RecordIO file
    • mxnet_setup.sh - Auto-install mxnet
  2. caffe-cubicle/ - Caffe tools
    • caffe-visualizer - Draw curves according to training log
    • caffe-fm-visualizer - Visualize internal featuremap
    • img-cls - Image-classification task
  3. pytorch-cubicle/ - Pytorch tools
  4. labelX-cubicle/ - LabelX tools
    • gen_labelx_jsonlist.py - Generate labelX-standard jsonlist
    • labelx_jsonlist_adapter.py - Convert labelX-standard jsonlist to useable format
  5. download_from_urls.py - Multi-threading downloading scripts
  6. classification_evaluator.py - Evaluate image classification results

Requirements

  • Most scripts require docopt interface pack:

    pip install docopt
    
  • If No module named AvaLib is 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
    

Usage

use xxx.py -h to get help information

About

Invoker Kael's toolbox, a collection of frequently used scripts.


Languages

Language:Python 95.6%Language:Shell 2.6%Language:C 1.1%Language:Cuda 0.5%Language:C++ 0.1%Language:Makefile 0.1%Language:Batchfile 0.0%