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The Top 23 Python Instance Segmentation Open Source Projects

Open source projects categorized as Python Instance Segmentation
Categories > Machine Learning > Instance Segmentation
Tensorflow Yolact ⭐ 85
Implementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
most recent commit 3 years ago
Biapy ⭐ 85
Open source Python library for building bioimage analysis pipelines
most recent commit 3 months ago
Mediar ⭐ 83
(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"
most recent commit 5 months ago
Bmaskr Cnn ⭐ 81
Boundary-preserving Mask R-CNN (ECCV 2020)
most recent commit 4 years ago
Gpvit ⭐ 80
[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
most recent commit a year ago
Sstnet ⭐ 78
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks
most recent commit a year ago
Seg By Interaction ⭐ 77
Unsupervised instance segmentation via active robot interaction
most recent commit 6 years ago
Uois ⭐ 76
most recent commit 3 years ago
Xtreme Vision ⭐ 76
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
total releases 18most recent commit 2 years ago
Segment Anything U Specify ⭐ 73
using clip and sam to segment any instance you specify with text prompt of any instance names
most recent commit 10 months ago
Sketchyscenecolorization ⭐ 71
Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)
most recent commit 3 years ago
Coco Dataset Explorer ⭐ 65
Streamlit tool to explore coco datasets
most recent commit 2 years ago
Turkey ⭐ 64
Easily create a web UI on Amazon Mechanical Turk to crowd-source instance segmentation data
most recent commit 6 months ago
Instpred ⭐ 63
Predicting Future Instance Segmentation by Forecasting Convolutional Features
most recent commit 5 years ago
Maskrcnn Modanet ⭐ 62
A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset
total releases 12most recent commit 3 years ago
Gspn ⭐ 61
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud
most recent commit 5 years ago
Cell Detr ⭐ 57
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
most recent commit 2 years ago
Detect_steel_number ⭐ 56
DCIC 钢筋数量AI识别 baseline 0.98+。
most recent commit 3 years ago
Labelme2coco ⭐ 55
Make your own dataset for object detection and transform the format to coco json format
dependent packages 3total releases 8most recent commit 3 years agopypi labelme2coco} Downloads
Chainer Mask Rcnn ⭐ 55
Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)
total releases 33most recent commit 3 years ago
Sap ⭐ 54
Code for Towards Streaming Perception (ECCV 2020) 🚗
most recent commit 3 years ago
Lanenet ⭐ 53
Pytorch implementation of "Towards end-to-end lane detection: an instance segmentation approach"
most recent commit 4 years ago
Forest_rcnn ⭐ 53
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)
most recent commit a year ago
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