yassersouri

pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

task-driven-object-detection

Author's implementation of "What Object Should I Use? - Task Driven Object Detection" (CVPR 2019)

MuCon

Official Implementation for "Fast Weakly Supervised Action Segmentation Using Mutual Consistency" - TPAMI 2021

fandak

:bangbang: (Experimental) A Framework for ML Research Using PyTorch :fire:

FIFA

Official Implementation for "FIFA: Fast Inference Approximation for Action Segmentation"

pykov

python implementation of inference and learning in Hidden Markov Models (HMM)

robust_seg

Official Implementation for "Robust Action Segmentation from Timestamp Supervision" - BMVC 2022

yassersouri.github.io

action-anticipation-losses

Implements the loss used in A. Furnari, S. Battiato, G. M. Farinella (2018). Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation . In International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV .

annotations

:fork_and_knife: Annotations for the EPIC Kitchens Dataset.

awesome-computer-vision

A curated list of awesome computer vision resources

gitignore

A collection of useful .gitignore templates

iclr.github.io

kinetics_i3d_pytorch

Inflated i3d network with inception backbone, weights transfered from tensorflow

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

misc

models

Models and examples built with TensorFlow

ms-tcn

NeuralNetwork-Viterbi

pylon

pyro

Deep universal probabilistic programming with Python and PyTorch

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorchvideo

A deep learning library for video understanding research.

qstat-web

👓 A web interface of gpustat: monitor GPU clusters at a look

sign-segmentation

Sign Language Segmentation with Temporal Convolutional Networks (ICASSP'21) and Sign Segmentation with Changepoint-Modulated Pseudo-Labelling (CVPRW'21)

TCFPN-ISBA

Temporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

video_nonlocal_net_caffe2

caffe 2 (before the merge) for Non-local Neural Networks

yassersouri

ZheLi2020.github.io