Quick start in OpenEarthMap

Implementation of "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains" by Tancik et al.

Spectacular AI SDK examples

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Road network extraction from satellite imagery, with speed and travel time estimates

PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

YOLT, now with PyTorch.

PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images

An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

Repository containing Robot Servers ROS packages

Robot Servers and Server Manager software for robo-gym

A PyTorch implementation of simple Mask R-CNN

Numerically compute the Receptive Field of a conv block in PyTorch

Stochastic Weight Averaging in PyTorch

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Pytorch implementation of Virtual Adversarial Training

Reinforcement Learning implementations and research prototyping in TensorFlow