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Jathushan Rajasegaran's Projects

capsnet icon capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

continuum icon continuum

A clean and simple library for Continual Learning

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deepcaps icon deepcaps

Official Implementation of "DeepCaps: Going Deeper with Capsule Networks" paper (CVPR 2019).

demo-self-driving icon demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

dnn icon dnn

train a dnn classifier for signal authentication.

gmphd icon gmphd

GM-PHD filter implementation in python (Gaussian mixture probability hypothesis density filter)

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

itaml icon itaml

Official implementation of "iTAML : An Incremental Task-Agnostic Meta-learning Approach". CVPR 2020

keras-surgeon icon keras-surgeon

Pruning and other network surgery for trained Keras models.

lart icon lart

Code repository for the paper "On the Benefits of 3D Pose and Tracking for Human Action Recognition", (CVPR 2023)

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

magnetloss-pytorch icon magnetloss-pytorch

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

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