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🎆Interactive Online Platform that Visualizes Algorithms from Code
ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
My sample projects and utilities for project building
Monocular Depth Prediction
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation
Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)
(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Low Precision Arithmetic Simulation in PyTorch
An easy to use PyTorch to TensorRT converter
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
A PostgreSQL extension for storing point cloud (LIDAR) data.
Inference code and trained models for "Learning the Depths of Moving People by Watching Frozen People."
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
normalize the intensities of various MR image modalities
Pytorch implementation of convolutional neural network visualization techniques
PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation
Efficient Learning of Augmentation Policy Schedules
A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “L…
Most popular metrics used to evaluate object detection algorithms.
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.