Top 8 Jupyter Notebook image-segmentation Projects

notebooks

19 4,134 8.5 Jupyter Notebook

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).
We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.
[1] https://github.com/roboflow/inference
[2] https://github.com/roboflow/notebooks
[3] https://inference.roboflow.com/foundation/about/
[4] https://docs.roboflow.com/deploy/hosted-api

OneFormer

1 1,334 3.4 Jupyter Notebook

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Entity

2 660 6.9 Jupyter Notebook

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

1 32 3.6 Jupyter Notebook

This repository provides cytogenetics related datasets to investigate the semantic segmentation
rankseg

1 15 4.6 Jupyter Notebook

[JMLR 2023] RankSEG: A consistent ranking-based framework for segmentation
egsis

3 9 6.8 Jupyter Notebook

EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

Project mention: [P] EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation | /r/MachineLearning | 2023-11-27

TFLiteSegmentation

1 6 0.0 Jupyter Notebook

TensorFlow Lite Segementation example in Python
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Mask-RCNN-Implementation

1 3 3.2 Jupyter Notebook

Mask RCNN Implementation on Custom Data(Labelme)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).