openpifpaf

Keypoint detector

A real-time neural network framework for detecting and tracking semantic keypoints in multiple frames

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

GitHub

81 stars
4 watching
22 forks
Language: Python
last commit: over 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
idegelis/torch-points3d-siamesekpconvA deep learning framework for 3D point cloud analysis, specifically for change detection and segmentation tasks.31
yuwenxiong/py-r-fcnAn implementation of R-FCN, an object detection algorithm using region-based fully convolutional networks.1,048
ayoolaolafenwa/pixellibA deep learning library for image segmentation and object detection using PyTorch.1,054
clcarwin/sfd_pytorchAn implementation of a face detection algorithm using PyTorch230
svip-lab/ppgnetThis project presents a PyTorch implementation of a deep learning algorithm for detecting line segments in images.172
vita-epfl/monolocoA software framework for 3D vision and computer vision tasks using deep learning and 2D keypoints.431
openseg-group/openseg.pytorchProvides a PyTorch implementation of several computer vision tasks including object detection, segmentation and parsing.1,191
bharatsingh430/py-r-fcn-multigpuA software framework for training object detection models on multiple GPUs using the Caffe deep learning framework193
weecology/deepforestA Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks.529
andreaskoepf/faster-rcnn.torchAn experimental implementation of a real-time object detection system using a neural network with region proposal generation.122
luigifreda/pyslamA Python implementation of a Visual SLAM pipeline supporting monocular, stereo and RGBD cameras.2,004
mpope9/exor_filterAn Erlang Nif implementation of a probabilistic data structure used for fast set lookups and filtering31
delay-xili/f-clipProvides an implementation of a neural network for detecting lines in images and videos156
zijundeng/pytorch-semantic-segmentationProvides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning.1,729
smartyfh/danmfAn algorithm that uses deep learning to factorize large matrices and identify overlapping communities in networks22