coco-dataset

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

Multi-person Human Pose Estimation with HRNet in Pytorch

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

Distribution-Aware Coordinate Representation for Human Pose Estimation

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

Converting COCO annotation (CVAT) to annotation for YOLO-seg (instance segmentation) and YOLO-obb (oriented bounding box detection)

Localize and identify multiple objects in a single image.

a subset of coco dataset for faster experimentation

How to create custom COCO data set for object detection

Convert segmentation RGB mask images to COCO JSON format

How to create custom COCO data set for instance segmentation

[ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Multi-person Human Pose Estimation with HigherHRNet in Pytorch, with TensorRT support

Pytorch implementation of "AutoAssign: Differentiable Label Assignment for Dense Object Detection"

Chainer implementation of Pose Proposal Networks

IBM Code Model Asset Exchange: Show and Tell Image Caption Generator

[ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset