219 Open source projects that are alternatives of or similar to video_repres_mas

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

Exploring Simple Siamese Representation Learning

Generalized Deep Metric Learning.

Code to train the SimSiam model on cifar10 using PyTorch

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

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

A public Python implementation for generating Dynamic Images introduced in 'Dynamic Image Networks for Action Recognition' by Bilen et al.

EsViT: Efficient self-supervised Vision Transformers

The collection of pre-trained, state-of-the-art AI models for ailia SDK

Surveillance System Against Violence

Action-Localization, Atomic Visual Actions (AVA) Dataset

Variants of Vision Transformer and its downstream tasks

Code for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors".

ST-DBSCAN: Simple and effective tool for spatial-temporal clustering

PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D

Implementation of Barlow Twins paper

Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation. CVPR 2019

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Natural World Tasks

Self6D++: Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021.

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Awesome Graph Self-Supervised Learning

List of Publications in Graph Contrastive Learning

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".

OpenStreetMap History Data Analysis Framework

The authors' implementation of the "Neural Head Reenactment with Latent Pose Descriptors" (CVPR 2020) paper.

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

Self-Supervised Pillar Motion Learning for Autonomous Driving (CVPR 2021)

Official PyTorch implementation of Contrastive Learning of Musical Representations

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

A curated list of awesome graph & self-supervised-learning-based recommendation.

PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482

supervised and semi-supervised image classification with self-supervision (Keras)

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

Unsupervised learning of action classes with continuous temporal embedding (CVPR'19)

A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.

Official code for "Mean Shift for Self-Supervised Learning"

Repository for 2019 CVPR AI City Challenge Track 1 from IPL@UW

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Tensorflow Implementation for paper "self-supervised generative adversarial networks"

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…

Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"