Alex Conway's starred repositories
invoice2data
Extract structured data from PDF invoices
raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
line-segmentation-algorithm-to-gcp-vision
Line segmentation algorithm for Google Vision API.
page_dewarp
Text page dewarping using a "cubic sheet" model
Video-Classification-CNN-and-LSTM-
To classify video into various classes using keras library with tensorflow as back-end.
javascript-racer
How to build an outrun-style racing game in javascript
Chrome-Dino-Reinforcement-Learning
An RL implementation in Keras
keras-rcnn
Keras package for region-based convolutional neural networks (RCNNs)
keras-retinanet
Keras implementation of RetinaNet object detection.
crnn.pytorch
Convolutional recurrent network in pytorch
StrokeWidthTransform
A playground implementing Epshtein, Ofek, and Wexler's Stroke Width Transform
lstm-ctc-ocr
using rnn (lstm or gru) and ctc to convert line image into text, based on torch7 and warp-ctc
CrashCourseInNeuralNetworksWithKeras
A Crash Course in Neural Networks With Keras
Python-Notebooks
IPython Notebooks from old blog posts
supervisely-tutorials
🌈 Tutorials for Supervise.ly
face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
flask-video-streaming
Supporting code for my article on video streaming with Flask.
keras_snli
Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks
wiki-detox
See https://meta.wikimedia.org/wiki/Research:Modeling_Talk_Page_Abuse
word2vec-sentiments
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
eeap-examples
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
scattertext
Beautiful visualizations of how language differs among document types.