Plugins for Labelme

:books: A collection of papers about Referring Image Segmentation.

Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow, specifically for occlusion handling.

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

OpenMMLab Detection Toolbox and Benchmark

We write your reusable computer vision tools. 💜

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

A tool with GUI and CUI for image analysis based on deep learning

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

A simple wrapper library for binding timm models as detectron2 backbones

An instance segmentation challenge on Basketball images, with a particular focus on occlusion resolution. An opportunity to publish at MMSports @ ACMMM and to win $1000.

🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (arXiv 2021)

YOLOv8 for strawberry disease implementation. Data is based on https://www.kaggle.com/datasets/usmanafzaal/strawberry-disease-detection-dataset

This is an official implementation for "AutoFocusFormer: Image Segmentation off the Grid".

Line and Word Segmentation for Bangla Handwritten Text Recognition

Tutorial to demonstrate the computation of training and validation loss using Detectron2

ROS wrapper for pretrained Detic instance segmentation and detection (and some utils to work with point cloud)

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

Bachelor Thesis, Instance segmentation on hyperspectral-imagning and on Pseudo-RGB images of different grain types using Yolov5.

[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Open source Python library for building bioimage analysis pipelines

DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.