AI Research Scientist at Meta | Prev. MIT, NVIDIA, Mila | Robotics, 3D Perception, World Models
nerf-pytorch. A PyTorch re-implementation of Neural Radiance Fields
911chamferdist. Pytorch package to compute Chamfer distance between point sets (pointclouds).
354DeepVO. Implementation of DeepVO (ICRA 2017)
70dvo_python. Coding dense visual odometry in a little more than a night (yikes)!
51ComputerVisionReadingList. My reading list for topics in Computer Vision
46ICRA2017. Code release for the ICRA 2017 paper "Reconstructing vehicles from a single image: shape priors for road scene understanding"
40sniffle-workshop. An easy-to-use jekyll theme for creating a workshop webpage (useful for AI / ML / CV / robotics folks)
28lseg-minimal. Minimal version of LSeg, based on https://github.com/isl-org/lang-seg
26ENet-ScanNet. ENet for 2D semantic segmentation in ScanNet
26CarKeypoints. Inference code for keypoint detection on cars
21CTCNet-release. [DEPRECATED] Code release for the CVPR 2018 workshop paper titled "Geometric consistency for self-supervised end-to-end visual odometry"
18ToySfM. Simple tutorial scripts for learning Structure from Motion by implementation
12DeepLearningResources. [DEPRECATED] My collection of Deep Learning Resources
12OptimizationReadingList.
10MapLiteSeg-Devel. A w"hacky" road-segmentation network
6torch-self-intersection. A "minimal" package to compute self-intersections among various faces within a triangle-mesh.
5Depth-Anything. Tiny tweak to depth-anything for Colab
4learn-cuda. A collection of scripts I wrote when learning CUDA C++ programming
4stacked-hourglass. Our modification of the stacked-hourglass architecture for car keypoint localization
4krrish94.github.io. My homepage
3ASPnP_IRLS. MATLAB
3bandu_planning. Python
2dino-minimal. Python
2RLReadingList. Reinforcement Learning Reading List
2shapeAdjustment. Code release for the paper "Reconstructing Vehicles from a Single Image: Shape Priors for Road Scene Understanding" [yet-to-appear]
2ssc. Forked from sscnet https://github.com/shurans/sscnet
2kaolin-bleed. A PyTorch Library for Accelerating 3D Deep Learning Research
2gaussian-splatting. My fork of gaussian splatting + expts
2MotionAveraging. Implementation of variants of motion averaging methods.
1PyTorch-Encoding. Fork of PyTorch-Encoding -- for a bugfix
1caffe-keypoint. C++
1SpinUp. Stuff I wrote when following the "Spinning Up in Deep RL" series by OpenAI
1ViewpointsAndKeypoints. My experiments with Shubham Tulsiani's work - Viewpoints and Keypoints [CVPR 2015]
1nerf-pytorch-1. A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
1commExplore. An implementation of the paper "Multi-Robot Exploration Under the Constraints of Wireless Networking" in Python
1ScanComplete. [CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
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