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Search results for computer vision instance segmentation

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69 search results found

Labelme ⭐ 12,334

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

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

Awesome Satellite Imagery Datasets ⭐ 3,381

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

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

Autodistill ⭐ 1,286

Images to inference with no labeling (use foundation models to train supervised models)

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

Inference ⭐ 716

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

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

Ternausnetv2 ⭐ 500

TernausNetV2: Fully Convolutional Network for Instance Segmentation

UPSNet: A Unified Panoptic Segmentation Network

Python Computer Vision & Video Analytics Framework With Batteries Included

Kaggle Imaterialist ⭐ 406

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

Queryinst ⭐ 394

[ICCV 2021] Instances as Queries

Lvis Api ⭐ 349

Python API for LVIS Dataset

Satellite Imagery Datasets Containing Ships ⭐ 340

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

[ICCV 2023] You Only Look at One Partial Sequence

3d Bonet ⭐ 297

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

Keraspersonlab ⭐ 147

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

Remo Python ⭐ 131

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

Paddlelabel ⭐ 111

飞桨智能标注，让标注快人一步

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

Open source Python library for building bioimage analysis pipelines

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

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

Xtreme Vision ⭐ 76

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

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

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

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.)

DETR - Faster RCNN implementation in tensorflow 2

Selfie Anywhere ⭐ 48

Selfie Anywhere

Chainer Fcis ⭐ 43

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

DeVIS: Making Deformable Transformers Work for Video Instance Segmentation

Pixano Elements ⭐ 33

Pixano Elements - Re-usable web components dedicated to data annotation tasks.

Code for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021

Contrastive Lift ⭐ 31

Code for "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion" (NeurIPS 2023 Spotlight)

Patchperpix ⭐ 25

official implementation of the PatchPerPix instance segmentation method

3dsemanticmapping_jint_2020 ⭐ 25

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

Detectron2 Publaynet ⭐ 24

Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset

Pixano App ⭐ 24

Pixano App is a web-based smart-annotation tool for computer vision applications.

MINSU3D: MinkowskiEngine-powered Scene Understanding in 3D

Dji Tello Object Detection Segmentation ⭐ 22

This Git repo allows to implement the state-of-the-art MaskRCNN algorithm for instance segmentation on the video feed from DJI-Tello drone.

Tool for the extraction and mapping of photovoltaics modules from IR drone videos of utility-scale PV plants (my PhD project)

Mask Rcnn Tf2.7.0 Keras2.7.0 ⭐ 21

Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0

Onnx Yolov8 Instance Segmentation ⭐ 18

Python scripts performing Instance Segmentation using the YOLOv8 model in ONNX.

Chainer Maskrcnn ⭐ 17

maskrcnn implementation using chainer

Paper Notes ⭐ 15

Paper notes in deep learning/machine learning and computer vision

Sensecraft Ai ⭐ 12

An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.

An official implementation of the MAF_HDA Tracker

Computer Vision Papers Of The Week ⭐ 12

Computer Vision Papers of the week

Docvisor ⭐ 11

An open-source tool for visualisation of outputs of deep-learning models for document analysis tasks such as fully automatic, bounding box and OCR.

The official repository for the paper: Scalable learning for bridging the species gap in image-based plant phenotyping.

Autopanoptic ⭐ 10

Implementation of NeurIPS2020 paper: Auto-Panoptic: Multi-Component Architecture Search for Panoptic Segmentation

Bisenet Ccp ⭐ 10

extends Scene Segmentation to Instance Segmentation using 8-Connected Components Decision.

Instance Segmentation Mask Rcnn ⭐ 8

Instance segmentation with Mask R-CNN

Jakarnotator ⭐ 7

The Jakarnotator is an annotation tool to create your own database for instance segmentation problem.

Instance Segmentation ⭐ 7

Use of Deep Learning to perform Instance Segmentation

Bn Drishti ⭐ 6

Line and Word Segmentation for Bangla Handwritten Text Recognition

Mask_r_cnn_in_fruit_counting ⭐ 6

Applications of AI and Computer Vision in Agriculture-Fruit recognition, localization and segmentation

Dl Tutorials ⭐ 6

This repository contains demonstrations done with deep learning computer vision models.

Spring Boot Tensorflow Demo ⭐ 6

Spring Boot and Tensorflow demos for Image-Recognition, Pose-Estimation, Object-Detection, Instance-Segmentation

Instance Segmentation Challenge ⭐ 5

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.

Awesome Yolov8 Models ⭐ 5

Easy-to-use finetuned YOLOv8 models.

Masktrackrcnn Mmdet2.0 ⭐ 5

UNOFFICIAL implement of MaskTrackRCNN for video instance segmentation via mmdetection 2.11.0.

Pixellib Tutorial ⭐ 5

Learn how to change background efficiently and easily by just using 3-4 lines of code using Python's Pixellib library that uses Deeplab's pre-trained Deep Learning model.

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