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355 search results found

Location-Sensitive Visual Recognition with Cross-IOU Loss

Code release for "BoxeR: Box-Attention for 2D and 3D Transformers"

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

Data_science_bowl_2018 ⭐ 134

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

Centernet Condinst ⭐ 134

Instance Segmentation based on CenterNet and CondInst

Semantic Segmentation ⭐ 133

List of useful codes and papers for weakly supervised Semantic/Instance/Panoptic/Few Shot Segmentation

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

Object Detection And Image Segmentation With Detectron2 ⭐ 131

Object Detection and Image Segmentation with Detectron2

Remo Python ⭐ 131

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

Semantic_seg_paper_collection ⭐ 128

Swa_object_detection ⭐ 128

SWA Object Detection

Masked Generative Distillation (ECCV 2022)

Light Condition Style Transfer ⭐ 123

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

Recurrent Neural Networks for Semantic Instance Segmentation

Prompt Segment Anything ⭐ 118

This is an implementation of zero-shot instance segmentation using Segment Anything.

Yolov8_ros ⭐ 117

Ultralytics YOLOv8 for ROS 2

Deepco3 ⭐ 114

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

Paddlelabel ⭐ 111

飞桨智能标注，让标注快人一步

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

Embedseg ⭐ 106

Code Implementation for EmbedSeg, an Instance Segmentation Method for Microscopy Images

Rec Attend Public ⭐ 102

Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

Countseg ⭐ 102

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

Imagenetmodel ⭐ 101

Official ImageNet Model repository

Pytorch Polygon Rnn ⭐ 101

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

Mask_rcnn_pytorch ⭐ 101

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

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Use YOLOv8 in real-time, for object detection, instance segmentation, pose estimation and image classification, via ONNX Runtime.

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Condinst ⭐ 93

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

Celldetection ⭐ 93

Instance Segmentation with PyTorch & PyTorch Lightning.

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

Recognize Any Regions ⭐ 92

Recognize Any Regions

Simvodis ⭐ 91

Simultaneous Visual Odometry, Object Detection, and Instance Segmentation

Discobox ⭐ 91

The Official PyTorch Implementation of DiscoBox.

Finetune Detr ⭐ 90

Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.

Open source Python library for building bioimage analysis pipelines

Tensorflow Yolact ⭐ 85

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

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

Bmaskr Cnn ⭐ 81

Boundary-preserving Mask R-CNN (ECCV 2020)

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

Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks

Seg By Interaction ⭐ 77

Unsupervised instance segmentation via active robot interaction

Xtreme Vision ⭐ 76

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

READAI - Artificial Intelligence Reading Group

Segment Anything U Specify ⭐ 73

using clip and sam to segment any instance you specify with text prompt of any instance names

Mask_rcnn ⭐ 73

Instance Segmenation through Webcam using Mask-RCNN

[CVPR 2020] Multi Proposal Aggregation for 3D Semantic Instance Segmentation

Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries, ECCV 2018

Deepcoloring ⭐ 72

Instance Segmentation by Deep Coloring

Sketchyscenecolorization ⭐ 71

Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)

Detectron2 Train A Instance Segmentation Model ⭐ 67

Learn how to train a custom instance segmentation model with Detectron2

Deep Dental Image ⭐ 66

Mask R-CNN for instance segmentation of panoramic X-ray images

Coco Dataset Explorer ⭐ 65

Streamlit tool to explore coco datasets

Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data

Isaid_devkit ⭐ 63

Official repository for "iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images" (CVPR'19 Workshops -- Oral)

Max Deeplab ⭐ 63

Unofficial implementation of MaX-DeepLab for Instance Segmentation

Instpred ⭐ 63

Predicting Future Instance Segmentation by Forecasting Convolutional Features

Car Damage Detector ⭐ 62

Detect dents and scratches in cars. Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow.

Maskrcnn Modanet ⭐ 62

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

Depth_segmentation ⭐ 62

A collection of segmentation methods working on depth images

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

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud

Box Supervised Instance Segmentation ⭐ 61

Awesome box-supervised instance segmentation papers.

Cap_augmentation ⭐ 58

Cut and paste augmentation for object detection and instance segmentation

Cell Detr ⭐ 57

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

Detect_steel_number ⭐ 56

DCIC 钢筋数量AI识别 baseline 0.98+。

Labelme2coco ⭐ 55

Make your own dataset for object detection and transform the format to coco json format

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Code for Towards Streaming Perception (ECCV 2020) 🚗

Forest_rcnn ⭐ 53

Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)

Pytorch implementation of "Towards end-to-end lane detection: an instance segmentation approach"

DETR - Faster RCNN implementation in tensorflow 2

Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data

3D-OWIS is capable of detecting unknown instances in inference, and progressively learning novel classes in the process of training.

Selfie Anywhere ⭐ 48

Selfie Anywhere

Yet Another Anime Segmenter ⭐ 48

Instance segmentation for anime characters based on CondInst and SOLOv2

Awesome Weakly Supervised Segmentation ⭐ 48

Tensorflow_personlab ⭐ 48

Tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

BoundarySqueeze: Image Segmentation as Boundary Squeezing

Tfdetection ⭐ 46

A Detection Toolbox for Tensorflow2

Lrp Error ⭐ 45

Official Python Implementation of LRP Error [ECCV2018 & TPAMI2021]

Res2net Maskrcnn ⭐ 44

Res2Net for Instance segmentation and Object detection using MaskRCNN

Pytorch Discriminative Loss ⭐ 44

Implementation of discriminative loss for instance segmentation by pytorch

Tensorflow Object Detection Api Train Custom Mask R Cnn Model ⭐ 44

Train a Mask R-CNN model with the Tensorflow Object Detection API

Chainer Fcis ⭐ 43

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

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

EMSANet: Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments

Ml Autofocusformer Segmentation ⭐ 41

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

🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2023)

Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation

Instance Segmentation ⭐ 39

Yolact_fcos ⭐ 38

YOLACT: Real-time Instance Segmentation on the FCOS detector (without bbox cropping), achives 35.2mAP on coco val

Labelme2coco ⭐ 38

How to create custom COCO data set for instance segmentation

DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

Cartoonsegmentation ⭐ 36

Instance segmentation for cartoon/anime characters and some visual techniques building around it.

Shapeprop ⭐ 36

Learning Saliency Propagation for Semi-supervised Instance Segmentation

Instantdl ⭐ 35

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

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