Jupyter Notebook Segmentation

Open-source Jupyter Notebook projects categorized as Segmentation
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Topics: Deep Learning Computer Vision Pytorch semantic-segmentation object-detection
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Top 13 Jupyter Notebook Segmentation Projects

  • unet

    unet for image segmentation

  • cellpose

    a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

  • WorkOS

    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.

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  • Entity

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

  • maxvit

    [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

  • SipMask

    SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

  • cucim

    cuCIM - RAPIDS GPU-accelerated image processing library

    • Project mention: FLaNK Stack Weekly for 13 November 2023 | dev.to | 2023-11-13

  • diffseg

    DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature to add semantic labels to the masks based on a generated caption.

    • Project mention: GitHub - google/diffseg: DiffSeg is an unsupervised zero-shot segmentation method using attention information from a stable-diffusion model. This repo implements the main DiffSeg algorithm and additionally includes an experimental feature, add semantic labels to the masks based on generated caption. | /r/DiffSegAI | 2023-11-25

  • InfluxDB

    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.

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  • ETCI-2021-Competition-on-Flood-Detection

    Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training

  • SegGradCAM

    SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping

  • VAE_based_segmentation

    Exploring variational-autoencoder-based semantic segmentation for analyzing CT-scans.

  • rankseg

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

  • semi-supervised-segmentation-on-graphs

    Semi supervised segmentation on graphs (images and pointclouds). Using Eikonal equation.

  • Vision-Project-Image-Segmentation

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).

Jupyter Notebook Segmentation related posts

Index

What are some of the best open-source Segmentation projects in Jupyter Notebook? This list will help you:

Project Stars
1 unet 4,435
2 cellpose 1,174
3 Entity 660
4 maxvit 418
5 SipMask 333
6 cucim 306
7 diffseg 210
8 ETCI-2021-Competition-on-Flood-Detection 150
9 SegGradCAM 94
10 VAE_based_segmentation 16
11 rankseg 15
12 semi-supervised-segmentation-on-graphs 4
13 Vision-Project-Image-Segmentation 0

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