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Jon Middleton's Projects

darknetfaceid icon darknetfaceid

A YOLO darknet implementation of facial recognition from automatic annotation of facial images.

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

disk-autoencoder icon disk-autoencoder

A reproduction of the autoencoder that appears in the ICLR 2018 preprint "Taking Apart Autoencoders: How Do They Encode Geometric Shapes?".

groupy icon groupy

Group Equivariant Convolutional Neural Networks

insight-face-erase icon insight-face-erase

A deep learning pipeline that obscures human faces in visual media. Incorporates a PyTorch implementation of a U-Net architecture.

insight-findmygeek icon insight-findmygeek

Insight fellowship project: A developer recommendation system using lightfm and GitHub data

kiko-now icon kiko-now

Build a Jekyll blog in minutes, without touching the command line.

line-autoencoder icon line-autoencoder

A PyTorch implementation of an autoencoder that performs dimensionality reduction on images of lines.

math-machines icon math-machines

Jekyll website for blogging about mathematics, data science, and programming

math-minima icon math-minima

A theme for Jekyll that incorporates MathJax and Computer Modern fonts

minima icon minima

Minima is a one-size-fits-all Jekyll theme for writers.

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