Python detectron2

Open-source Python projects categorized as detectron2

Top 9 Python detectron2 Projects

  • layout-parser

    A Unified Toolkit for Deep Learning Based Document Image Analysis

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  • sahi

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

  • Project mention: How to Detect Small Objects | dev.to | 2024-04-22

    An alternative to this is to leverage existing object detection, apply the model to patches or slices of fixed size in our image, and then stitch the results together. This is the idea behind Slicing-Aided Hyper Inference!

  • BCNet

    Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

  • MPViT

    [CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

  • GDR-Net

    GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation. (CVPR 2021)

  • IkomiaApi

    Deploy Computer Vision solutions with a few lines of code.

  • InstanceShadowDetection

    Instance Shadow Detection (CVPR 2020)

  • 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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  • DA-RetinaNet

    Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

  • DA-Faster-RCNN

    Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild

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).

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Python detectron2 related posts

  • We re-launched Ikomia open source Computer Vision API: looking for feedback!

    1 project | /r/computervision | 12 Jun 2023
  • Show HN: An open source Computer Vision API to use algorithms from any framework

    1 project | news.ycombinator.com | 30 May 2023
  • Show HN: State-of-the-art Computer Vision with a few lines of code

    1 project | news.ycombinator.com | 25 Nov 2022
  • Ikomia, the Open Source Framework to build and deploy your Computer Vision solutions with a few lines of code

    1 project | /r/Python | 11 Nov 2022
  • [P] Computer Vision made easy with a new Open Source Framework. Quick and simple.

    1 project | /r/MachineLearning | 27 Oct 2022
  • Show HN: Computer Vision made easy with a new open-source Framework

    2 projects | news.ycombinator.com | 27 Oct 2022
  • Detectron2 Da-RetinaNet, Unsupervised Domain Adaptation for object detection

    1 project | /r/programming | 15 Feb 2022
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 13 Jun 2024
    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. Learn more →

Index

What are some of the best open-source detectron2 projects in Python? This list will help you:

Project Stars
1 layout-parser 4,573
2 sahi 3,702
3 BCNet 520
4 MPViT 349
5 GDR-Net 255
6 IkomiaApi 216
7 InstanceShadowDetection 150
8 DA-RetinaNet 60
9 DA-Faster-RCNN 48

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