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Mohith K Sakthivel's Projects

deepsfm icon deepsfm

This is a PyTorch implementation of the ECCV2020 paper "DeepSFM: Structure From Motion Via Deep Bundle Adjustment".

dreamer icon dreamer

Dream to Control: Learning Behaviors by Latent Imagination

find-anything icon find-anything

Find Anything Anywhere All at Once - One-Shot Instance Segmentation of Objects in a Point Cloud

frankapy icon frankapy

Python interface to control Franka Emika Panda Research Robot Arms.

jackie_game icon jackie_game

A PC application to play the card game 'Jackie' (Tamil version of 28)

learn_rl_notebook icon learn_rl_notebook

Code for some fun exercises in the textbook 'Reinforcement Learning - An Introduction'

mine-pytorch icon mine-pytorch

Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)

moveit icon moveit

:robot: The MoveIt motion planning framework

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

oyster icon oyster

Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

rainbow_dqn icon rainbow_dqn

Implementation of the Rainbow DQN algorithm published by DeepMind

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

relpose-gnn icon relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

shecar icon shecar

Simultaneous Hand-Eye Calibration and Reconstruction

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