Top 14 Coco Open-Source Projects

• supervision

  15 14,112 9.9 Python

  We write your reusable computer vision tools. 💜

  

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

You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

• sahi

  11 3,593 7.4 Python

  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!

• InfluxDB

  www.influxdata.com featured

  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.

  

• coco-annotator

  7 2,015 0.0 Vue

  :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

For instance, the COCO Annotator is a web-based image annotation tool tailored for the COCO dataset format, allowing collaborative labeling with features like attribute tagging and automatic segmentation. Similarly, Label Studio offers an easy-to-use interface for bounding box object labeling in images.

• OneFormer

  1 1,342 3.4 Jupyter Notebook

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

  

• pycococreator

  1 762 0.0 Python

  Helper functions to create COCO datasets

• datumaro

  2 486 9.4 Python

  Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

  

• GCVit

  1 414 7.0 Python

  [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• labelme2coco

  1 248 3.8 Python

  A lightweight package for converting your labelme annotations into COCO object detection format.

• label-studio-converter

  1 236 7.3 Python

  Tools for converting Label Studio annotations into common dataset formats

  

• cocosplit

  1 235 0.0 Python

  Simple tool to split COCO annotations into train/test datasets.

• SemanticSegmentation

  1 167 0.0 Python

  A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

• coco-viewer

  1 164 0.0 Python

  Minimalistic COCO Dataset Viewer in Tkinter

• cocojson

  1 25 0.0 Python

  Utility scripts for COCO json annotation format

• GeoCOCO

  1 4 8.8 Python

  Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets

Project mention: GeoCOCO: Transform GIS annotations into COCO datasets for use in deep learning | news.ycombinator.com | 2023-09-21

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Coco related posts

• [D] Labeling tool runs locally on my machine, but there is an option for creating multiple users?

  1 project | /r/MachineLearning | 17 Mar 2022

• Does anyone knows any free annotation tool for keypoints in coco format

  1 project | /r/computervision | 31 Jan 2022

• Detectron2: No instances in prediction

  1 project | /r/learnmachinelearning | 1 Dec 2021

• How to convert properly annotations to a mask image?

  1 project | /r/computervision | 11 May 2021

• Using properly the API

  2 projects | /r/learnpython | 11 Apr 2021
• A note from our sponsor - SaaSHub
  www.saashub.com | 10 May 2024

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