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Evan Davis's Projects

cheatsheets icon cheatsheets

Frequently Used bash/shell, ffmpeg, and imagemagick Commands

consingan icon consingan

Official implementation of the paper "Improved Techniques for Training Single-Image GANs" by Tobias Hinz, Matthew Fisher, Oliver Wang, and Stefan Wermter

context-aware-matting icon context-aware-matting

The project is the inference implementation of our ICCV2019 paper "Context-aware Image Matting for Simultaneous Foreground and Alpha Estimation"

contiguous-succotash icon contiguous-succotash

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

convertvec icon convertvec

Convert word2vec vectors between binary and plain text format

cs228-notes icon cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

ddpg-ros-keras icon ddpg-ros-keras

An implementation of the Deep Deterministic Policy Gradient (DDPG) algorithm using Keras/Tensorflow with the robot simulated using ROS/Gazebo/MoveIt!

deep-transfer icon deep-transfer

PyTorch implementation of "Universal Style Transfer via Feature Trasforms"

deepfillv2 icon deepfillv2

The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv

deepfillv2-pylightning icon deepfillv2-pylightning

Clean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

denoising-diffusion-gan icon denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

detr icon detr

End-to-End Object Detection with Transformers

dme icon dme

Dynamic Meta-Embeddings for Improved Sentence Representations

dmfn icon dmfn

unofficial implement of DMFN

docnade icon docnade

TensorFlow implementation of DocNADE

droneproject icon droneproject

Autonomous Indoor Navigation and Collision Avoidance System for AR Drone 2.0

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