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Martin Ethier's Projects

comma10k-segnet icon comma10k-segnet

Training a semantic segmentation network on the comma10k dataset. This network is to be used to filter out dynamic objects when using visual odometry for the comma calibration challenge.

computer-vision icon computer-vision

A set of libraries and projects which will be used in all computer vision applications.

highway-env-mpc icon highway-env-mpc

Application of model predictive control (MPC) on the highway-env simulator. Controller takes into account predicted trajectories for all other agents in the scene.

minnerf icon minnerf

A minimal PyTorch implementation of Neural Radiance Fields (NeRF) for educational purposes.

ml-notebooks icon ml-notebooks

Collection of notebooks used to implement and test out ML algorithms.

ping-pong-robot icon ping-pong-robot

This repository is a project involving simulating and training a robotic arm to play the game of ping pong.

simplehtr icon simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

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