Ankit Shah's Projects
Multi-person real-time recognition (classification) of 9 actions based on human skeleton from OpenPose and a 0.5-second window.
Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!
Projects to get familiar with Faust and Functional Programming: create audio effects and synthesizers from scratch, create DSP engines.
Compute receptive fields of your favorite convnets
Awesome Reddit subreddits
Run sentiment analysis on political subreddits to discover Reddit community reactions to the 2016 U.S. Presidential Election
Python Implementation of Reinforcement Learning: An Introduction
Depth from a single RGB image using crowd-sourcing relative-depth datasets. The pytorch implementation of the NIPS paper: Single-Image Depth Perception in the Wild.
Self-supervised algorithm for learning representations from ego-centric video data. Code is tested on EPIC-Kitchens-100 and Ego4D in PyTorch. (NeurIPS 2022)
Official codes for the paper "Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech"
Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
Research Group - Dataset
Silence detection in audio stream using webrtcvad
On-device speech-to-intent engine powered by deep learning
educational microarchitectures for risc-v isa
RISC-V Tools (GNU Toolchain, ISA Simulator, Tests)
🌊 Online machine learning in Python
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
[ECCVW2020] Robust Long-Term Object Tracking via Improved Discriminative Model Prediction (RLT-DiMP)
ROBEL: Robotics Benchmarks for Learning with low-cost robots
Code for Benson & Ecker (2020): Assessing out-of-domain generalization for robust building damage detection.
Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
Official repository for the "Do Adversarially Robust ImageNet Models Transfer Better?" paper
Code and dataset release for Park et al., Robust Change Captioning (ICCV 2019)
🐢 The ROS jetson-stats wrapper. The status of your NVIDIA jetson in diagnostic messages