104 Open source projects that are alternatives of or similar to mmdetection_instance_segmentation_demo

How to create custom COCO data set for instance segmentation

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

Associatively Segmenting Instances and Semantics in Point Clouds, CVPR 2019

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer (IV 2020)

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

Real time instance segmentation with Mask R-CNN, live from webcam feed.

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

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

VoVNet backbone networks for detectron2, in CVPR 2020

SOLOv2 pytorch (without mmdetection and mmcv)

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

Codes of paper "Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling", ICRA 2022

SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

Cell Detection with PyTorch.

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

Tensorflow 2.x implementation YOLACT

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Paper notes in deep learning/machine learning and computer vision

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

The Official PyTorch Implementation of DiscoBox.

SWA Object Detection

Mask R-CNN for object detection and instance segmentation on Pytorch

Flood-Filling Networks for instance segmentation in 3d volumes.

Implementation of ECCV20 paper: the devil is in classification: a simple framework for long-tail object detection and instance segmentation

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

InstantDL: An easy and convenient deep learning pipeline for image segmentation and classification

OpenMMLab Detection Toolbox and Benchmark

Cut and paste augmentation for object detection and instance segmentation

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"

PyTorch re-implementation of DeepMask

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

Pytorch implementation of Polygon-RNN(http://www.cs.toronto.edu/polyrnn/poly_cvpr17/)

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

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

SOLO: Segmenting Objects by Locations

"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Instance segmentation for anime characters based on CondInst and SOLOv2

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

Multi-person Human Pose Estimation with HigherHRNet in Pytorch

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

Side projects and hands-on work

Copy-paste augmentation for segmentation and detection tasks

Unofficial implementation of MaX-DeepLab for Instance Segmentation

Official code for "Object counting and instance segmentation with image-level supervision", in CVPR 2019 and TPAMI 2020

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Implement of paper 《Attention-guided Context Feature Pyramid Network for Object Detection》

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

Streamlit tool to explore coco datasets

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2

No description or website provided.