ChristianOrr
Machine Learning Engineer with interests in computer vision, reinforcement learning, explainable AI and NLP.
South Africa
Pinned Repositories
confidence-measures
This repository contains a suite of confidence measures for depth estimation.
data-structures-and-algorithms
Data structures and algorithms practice problems with test cases
feature-attribution-methods-jax
Suite of methods that create attribution maps from image classification models.
madnet-deep-stereo-with-keras
Tensorflow 2 Keras code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
reinforcement-learning-algorithms
Reinforcement learning algorithms
semi-global-matching-numpy
Reimplementation of Semi-Global Matching depth estimation technique with Numpy.
sequential-ft-transformer
This is a implementation of the FT-Transformer using the Keras/Tensorflow 2 Functional API
simple-jax-to-tensorrt-example
A MNIST model is defined and trained in Jax, then converted to TensorRT for inference.
stereo-camera-calibration
Stereo camera calibration for depth estimation.
transformers
Transformer creation from scratch using Jax.
ChristianOrr's Repositories
ChristianOrr/madnet-deep-stereo-with-keras
Tensorflow 2 Keras code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
ChristianOrr/transformers
Transformer creation from scratch using Jax.
ChristianOrr/feature-attribution-methods-jax
Suite of methods that create attribution maps from image classification models.
ChristianOrr/semi-global-matching-numpy
Reimplementation of Semi-Global Matching depth estimation technique with Numpy.
ChristianOrr/sequential-ft-transformer
This is a implementation of the FT-Transformer using the Keras/Tensorflow 2 Functional API
ChristianOrr/stereo-camera-calibration
Stereo camera calibration for depth estimation.
ChristianOrr/confidence-measures
This repository contains a suite of confidence measures for depth estimation.
ChristianOrr/simple-jax-to-tensorrt-example
A MNIST model is defined and trained in Jax, then converted to TensorRT for inference.
ChristianOrr/reinforcement-learning-algorithms
Reinforcement learning algorithms
ChristianOrr/data-structures-and-algorithms
Data structures and algorithms practice problems with test cases
ChristianOrr/data-structures-and-algorithms-cpp
Data structures and algorithms problems solved using C++
ChristianOrr/dqn
Deep Q-Network using Acme
ChristianOrr/image-classification
Image classifier training repo for TensorFlow 2/Keras models
ChristianOrr/jax-basic-neural-network
A basic two layer neural network made from scratch in pure Jax to predict numbers in the MNIST dataset.
ChristianOrr/jraph
A Graph Neural Network Library in Jax
ChristianOrr/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
ChristianOrr/semantic-segmentation
A suite of semantic segmantion algorithms implemented with Jax and Flax
ChristianOrr/subclassed-madnet-keras
This is the subclassed version of the MADNet Keras model.