alxcnwy

Alex Conway's starred repositories

invoice2data

Extract structured data from PDF invoices

Language:PythonMIT178200

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

Language:Jupyter NotebookMIT126900

line-segmentation-algorithm-to-gcp-vision

Line segmentation algorithm for Google Vision API.

Language:KotlinApache-2.09400

EAST

A tensorflow implementation of EAST text detector

Language:C++GPL-3.0300600

ssd_keras

A Keras port of Single Shot MultiBox Detector

Language:PythonApache-2.0185500

page_dewarp

Text page dewarping using a "cubic sheet" model

Language:PythonMIT142500

Video-Classification-CNN-and-LSTM-

To classify video into various classes using keras library with tensorflow as back-end.

Language:Python27600

javascript-racer

How to build an outrun-style racing game in javascript

Language:HTMLMIT106400

Chrome-Dino-Reinforcement-Learning

An RL implementation in Keras

Language:Jupyter NotebookMIT10200

OCkRE

Deep learning model for OCR of document fields

Language:PythonMIT3600

keras-rcnn

Keras package for region-based convolutional neural networks (RCNNs)

Language:PythonNOASSERTION55400

keras-retinanet

Keras implementation of RetinaNet object detection.

Language:PythonApache-2.0437200

crnn.pytorch

Convolutional recurrent network in pytorch

Language:PythonMIT237600

StrokeWidthTransform

A playground implementing Epshtein, Ofek, and Wexler's Stroke Width Transform

Language:PythonMIT10200

lstm-ctc-ocr

using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc

Language:LuaApache-2.07300

CrashCourseInNeuralNetworksWithKeras

A Crash Course in Neural Networks With Keras

Language:Jupyter Notebook1100

Python-Notebooks

IPython Notebooks from old blog posts

Language:Jupyter Notebook2800

supervisely-tutorials

🌈 Tutorials for Supervise.ly

Language:Jupyter NotebookMIT38800

stn-ocr

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Language:PythonGPL-3.049800

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

Language:PythonMIT557800

flask-video-streaming

Supporting code for my article on video streaming with Flask.

Language:PythonMIT140100

keras_snli

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

Language:PythonMIT26400

py_crepe

Keras implementation of the Crepe character-level convolutional neural net.

Language:Python7400

wiki-detox

See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse

Language:Jupyter NotebookNOASSERTION14800

word2vec-sentiments

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")

Language:Jupyter Notebook68900

textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

Language:PythonApache-2.0106900

eeap-examples

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

Language:Jupyter Notebook25800

scattertext

Beautiful visualizations of how language differs among document types.

Language:PythonApache-2.0223100

KaTeX

Fast math typesetting for the web.

Language:JavaScriptMIT1814200

sonnet

TensorFlow-based neural network library

Language:PythonApache-2.0974100