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Anthony Dickson's Projects

adabins icon adabins

Official implementation of Adabins: Depth Estimation using adaptive bins

adelaidepth icon adelaidepth

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

algotrader icon algotrader

A backtesting environment and trading bots implemented in Python.

aurallearner icon aurallearner

'Aural Learner' is an app which aims to teach aural music theory.

blackjack icon blackjack

A java implementation of a game of blackjack played in the terminal.

cartpole icon cartpole

Q-Learning Agent for the CartPole environment from OpenAI Gym

cartpole-neat icon cartpole-neat

CartPole Reinforcement Learning with Neuroevolution of augmenting topologies

colmap icon colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

consistent_video_depth icon consistent_video_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

crypto icon crypto

Basic implementations of well-known cryptographic ciphers and attacks on these ciphers.

densedepth icon densedepth

High Quality Monocular Depth Estimation via Transfer Learning

detectron2_docker icon detectron2_docker

Minimal example for running Detectron2 on a M1 Mac through Docker (CPU only)

digits-classifier icon digits-classifier

Basic neural network that classifies handwritten digits from the MNIST dataset.

dogs-vs-cats-cnn icon dogs-vs-cats-cnn

A convolutional neural network that classifies images from the Dogs vs Cats dataset that achieves ~90% accuracy.

dpt icon dpt

Dense Prediction Transformers

efficientdepthestimation icon efficientdepthestimation

official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"

flownet2-pytorch icon flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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