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mlyxs's Projects

attention-ocr-1 icon attention-ocr-1

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

digit-recognizing-dnn- icon digit-recognizing-dnn-

This project is an adaptation of one of the NN created in the Neural Networks and Deep Learning textbook made by Michael Nielsen.

dsb2017 icon dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

handwriting-recognition-using-ann icon handwriting-recognition-using-ann

A program adapted from that of @mnielsen to input a user-drawn digit through a simple GUI and determine the digit written using artificial neural networks.

kaggle_diabetic icon kaggle_diabetic

Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge

ocr icon ocr

Neural network OCR.

preprocess-nist-sd19 icon preprocess-nist-sd19

Preprocessing for NIST Special Dataset 19 (uppercase single-character handwritten characters A..Z). Converts to same formatting as Yann Lecun MNIST (handwritten numerical digits 0..9), and produces a set of PNG images.

sas icon sas

Offline Handwritten Signature Authentication Python LIB

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