cvondrick

netdata

The open-source observability platform everyone needs!

stylegan

StyleGAN - Official TensorFlow Implementation

carla

Open-source simulator for autonomous driving research.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

keras-rl

Deep Reinforcement Learning for Keras.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

zero123

Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)

viper

Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"

DetectAndTrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"

welcome_tutorials

Various tutorials given for welcoming new students at MILA.

nvvl

A library that uses hardware acceleration to load sequences of video frames to facilitate machine learning training

Sound-of-Pixels

Codebase for ECCV18 "The Sound of Pixels"

moments_models

The pretrained models trained on Moments in Time Dataset

PNASNet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

ava-dataset

The AVA dataset densely annotates 80 atomic visual actions in 351k movie clips with actions localized in space and time, resulting in 1.65M action labels with multiple labels per human occurring frequently.

CorrFlow

Self-supervised Learning for Video Correspondence Flow (BMVC 2019)

multisensory

Code for the paper: Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

selfconsistency

Code for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency

hyperfuture

Code for the paper Learning the Predictability of the Future (CVPR 2021)

classify_by_description_release

hyperbolic_learning_library

An extension of the PyTorch library containing various tools for performing deep learning in hyperbolic space.

oops

Code for Oops! Predicting Unintentional Action in Video

expert

Code for Learning to Learn Language from Narrated Video

hwang

Fast sparse video decode

dissecting-image-crops

When can you tell whether an image has been cropped or not?

voicecamo

Code for the paper Real-Time Neural Voice Camouflage

globetrotter

Code for the Globetrotter project

play-fair

Shapley values for assessing the importance of each frame in a video

visualmpc