Name: Cameron Redovian
Type: User
Company: R-DEX Systems
Bio: Machine learning engineer and PhD student, interested in computer vision, reinforcement learning, meta-learning, and knowledge representation.
Location: Atlanta, Georgia
Blog: cameronredovian.com
Cameron Redovian's Projects
Solutions to interesting problems, implementations of abstract data types and fundamental algorithms, benchmarks and more. Having fun with python!
ASCII art representations of playing cards
PyTorch implementation of transformers with multi-headed self attention
Messenger application that automatically translates to/from language of user.
Docker code and experiments. Having fun with containers!
Custom file search function written in C, built with cython wrapper.
Pytorch implementation of CTRL-F: pairing convolution with transformer for image classification via multi-level feature cross-attention and representation learning fusion
Wrapping C libraries for Python use with Cython
Pytorch implementation of Deep Deterministic Policy Gradients (DDPG)
Pytorch implementation of Double Deep Q Network (DDQN) learning with vectorized environments
a deck of 52 playing cards built with Rust
Keras implementation of DCVAE
A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
Pytorch implementation of Deformable Capsule Networks (DeformCaps) for object detection
ROS digital twin simulation, inverse kinematic trajectory planning, collision avoidance and local network communication using UR10 manipulator.
Pytorch implementation of Proximal Policy Optimization (PPO) for discrete action spaces
Web apps built with the Django framework and containerized with Docker.
Pytorch implementation of Deep Q Network (DQN) learning with vectorized environments
African and Asian Elephant Object Detector - Keras YOLOv4
Intelligent pest control application - CNN and water turret to defend bird feeder from squirrels
Simple script to make images look like cartoon animations
Laplacian Image Pyramid Convolutional Neural Network
Machine learning algorithms and experiments with Python.
teaching agents to do math from scratch
Monte Carlo Tree Search Self-Refine (MCTSr)
Orchestrating app deployments with IBM Cloud and Kubernetes
Pytorch implementation of Proximal Policy Optimization (PPO) for continuous action spaces
CNN - cat vs dog classifier
Implementation of the YoloV3 algorithm with PyTorch
Radar packet simulator written in Rust