sorenbouma

auckland-ai-meetup-x-triage

Conv-Encoder-Clustering

Trains a convolutional autoencoder on MNIST, then runs k means on the encoded number. Uses lasagne+theano+nolearn+scikit-learn. Works terribly.

DensePoseFnL

Fast and Light DensePose implementation

dolphin-clustering-prototype

Kaggle-Facial-Keypoint-detection

Code for my entry in Kaggle's facial keypoint detection competition. Pretty similar to dnouri's tutorial code, but uses a unique architecture.

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

Python-Orbit-Visualization

GUI to visualize satellite orbits, made with wx-vpython.

triplet-reid

Original authors' implementation of "In Defense of the Triplet Loss for Person Re-Identification". Adding additional data augmentation, cross validation and visualization.

sorenbouma/keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

sorenbouma/Python-Orbit-Visualization

GUI to visualize satellite orbits, made with wx-vpython.

sorenbouma/Kaggle-Facial-Keypoint-detection

Code for my entry in Kaggle's facial keypoint detection competition. Pretty similar to dnouri's tutorial code, but uses a unique architecture.

sorenbouma/Conv-Encoder-Clustering

Trains a convolutional autoencoder on MNIST, then runs k means on the encoded number. Uses lasagne+theano+nolearn+scikit-learn. Works terribly.

sorenbouma/DensePoseFnL

Fast and Light DensePose implementation

sorenbouma/dolphin-clustering-prototype

sorenbouma/triplet-reid

Original authors' implementation of "In Defense of the Triplet Loss for Person Re-Identification". Adding additional data augmentation, cross validation and visualization.

sorenbouma/DOTA_devkit

sorenbouma/InsightFace-tensorflow

Tensoflow implementation of InsightFace (ArcFace: Additive Angular Margin Loss for Deep Face Recognition).

sorenbouma/keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

sorenbouma/Lasagne

Lightweight library to build and train neural networks in Theano

sorenbouma/Lasagne-DCGAN

GAN on MNIST in lasagne.

sorenbouma/lyric-scraper

gets a whole bunch of rap lyrics from metrolyrics and saves them to a file

sorenbouma/Policy-Convnets

Deep Residual neural net learns the policy function in OpenAI gym environments!

sorenbouma/sorenbouma.github.io

sorenbouma/torch2trt

An easy to use PyTorch to TensorRT converter

sorenbouma/Valve-Control-Arduino-Project

Code for manually controlling valves from dekstop via an arduino uno.

sorenbouma/Vanilla-Neural-Net

Super simple Multilayer Perceptron training on Kaggle Facial Keypoints data. Written in pure numpy