adarshkosta
I am a Machine Learning and Robotics enthusiast. My current interests include event-based vision, neuromorphic computing and reinforcement learning.
Purdue universityUSA
Pinned Repositories
adarshkosta.github.io
awesome-action-recognition
A curated list of action recognition and related area resources
coatnet-pytorch
A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".
i-Bike
realtime-Spike-FlowNet
SpikeFlowNet with realtime inference using DVS cameras
RehabilitationRobotics
ROBB-ROBoButler
Safe_Falling_CARIS_Lab_UBC
Scanfi
SmartSteer
adarshkosta's Repositories
adarshkosta/realtime-Spike-FlowNet
SpikeFlowNet with realtime inference using DVS cameras
adarshkosta/adarshkosta.github.io
adarshkosta/awesome-action-recognition
A curated list of action recognition and related area resources
adarshkosta/coatnet-pytorch
A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes".
adarshkosta/HyperX
adarshkosta/i-Bike
adarshkosta/RehabilitationRobotics
adarshkosta/ROBB-ROBoButler
adarshkosta/Safe_Falling_CARIS_Lab_UBC
adarshkosta/Scanfi
adarshkosta/SmartSteer
adarshkosta/event-based_vision_resources
adarshkosta/event_cnn_minimal
Minimal code for loading models trained for ECCV'20
adarshkosta/event_flow
Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks
adarshkosta/events_contrast_maximization
A python library for contrast maximization and voxel creation using events
adarshkosta/EVFlowNet-pytorch
EVFlowNet in pytorch
adarshkosta/LSM_DVS_GESTURE
adarshkosta/ml-cvnets
CVNets: A library for training computer vision networks
adarshkosta/mobilevit-pytorch
A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".
adarshkosta/MonoDepth-PyTorch
Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch
adarshkosta/mvsec_eval
Code for getting MVSEC numbers for optic flow from events
adarshkosta/ObjectDetectionAndNavigation
adarshkosta/puma-compiler
PUMA Compiler
adarshkosta/puma-simulator
[ASPLOS 2019] PUMA-simulator provides a detailed simulation model of a dataflow architecture built with NVM (non-volatile memory), and runs ML models compiled using the puma compiler.
adarshkosta/ssl_e2vid
adarshkosta/STAM
Official implementation of "An Image is Worth 16x16 Words, What is a Video Worth?" (2021 paper)
adarshkosta/video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101