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Ayhan Akgün's Projects

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmaction icon mmaction

An open-source toolbox for action understanding based on PyTorch

mmaction2 icon mmaction2

OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark

mmcv icon mmcv

OpenMMLab Computer Vision Foundation

mmpose icon mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

mmskeleton icon mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

ms-g3d icon ms-g3d

PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition", CVPR 2020 Oral

notes icon notes

Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering

nturgb-d icon nturgb-d

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

opencv icon opencv

Open Source Computer Vision Library

openpose_pythonopencv icon openpose_pythonopencv

A simple code demonstrating real-time Pose Estimation in webcam using OpenPose Python and OpenCV

pgcn icon pgcn

Graph Convolutional Networks for Temporal Action Localization (ICCV2019)

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-videodataset icon pytorch-videodataset

Tools for loading video dataset and transforms on video in pytorch. You can directly load video files without preprocessing.

r2plus1d-c3d icon r2plus1d-c3d

A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"

s3d icon s3d

Release of the pretrained S3D Network in PyTorch (ECCV 2018)

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

sonnet icon sonnet

TensorFlow-based neural network library

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