nijkah

escnn

Equivariant Steerable CNNs Library for Pytorch

mmdeploy

OpenMMLab Model Deployment Framework

serve

Serve PyTorch models in production

PolyWorldPretrainedNetwork

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

dark-side-of-the-moon

When mother raids Ghouls on the dark side of the moon.

dungeondash

Phaser 3 Open Source Dungeon Crawler Experiment

MixTraining

RS-building-regularization

Building Segmentation Post-processing -- Contour regularization.

polyrhythm

A simple JavaScript polyrhythm generator

codility-training

Solutions for Codility training assignments in Python

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

Seodore

Satellite Image Object Detection for Rotated Objects

FewX

FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

nijkah.github.io

Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

ray_practice

towards_Neural_Tangent_Kernel

This is practice for bridging Gaussian Process and Deep Neural Network

swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

understanding_gaussian_process

Code for the "Understanding Gaussian Process" Medium article

neural-tangent-kernel-UCI

Testing Nerual Tangent Kernel (NTK) on small UCI datasets

MaskTrack_Box

This is simple implementation of MaskTrack_Box only requiring a bounding box for video object segmentation.

elemental-one

A simple platformer made along the theme of Ludum Dare 28