Metadata-Version: 1.1
Name: nn-utils
Version: 0.1.0
Summary: Useful machine-learning related stuff.
Home-page: https://github.com/jeremy-rutman/ml-support-code-in-python
Author: Jeremy Rutman
Author-email: jeremy.rutman@gmail.com
License: LICENSE.txt
Description-Content-Type: UNKNOWN
Description: ml support code in python
        =========================
        
        
        Typical usage
        often looks like this::
        
            #!/usr/bin/env python
            import ml_utils as mlu
            mlu.imutils.resize_keep_aspect(img_arr):
        
        
        Some functions for supporting machine learning, generally and caffe-specific. Currently just a dump, ideally will clean up and add install.py, examples etc
        
        caffe - python layers for
        -------------------------
        * image read (file or lmdb) - single / multi label, pixel level labels
        
        * on-the-fly augmentation
        
        * support for pixel-level segmentation (read mask as label, etc)
        
        * controlling and reporting acc/loss of solver with solver.step
        
        image processing
        ----------------
        
        * image augmentation - including bounding boxes and pixel level
        
        * acccuracy/precision/recall reporting for single label, multilabel , bounding box, and pixel level
        
        * utilities e.g. read from anywhere (url/db/local file/img array)
            
        * grabcut
        
        read/write various file formats
        -------------------------------
        
        * lmdb, hd5
        
        * yolo
            
        * deepfashion
        
        * tamara berg
        
        * ILSRVC
            
        * etc
        
        
        tagging tools
        -------------
        
        * multilabel
            
        * pixel level
        
Keywords: neural networks support code
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
