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About the developer

airctic
218 Stars 42 Forks Apache License 2.0 945 Commits 99 Opened issues

Description

End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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An Agnostic Object Detection Framework


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Installation

pip install icevision[all]

For more installation options, check our docs.

Important: We currently only support Linux/MacOS. <!-- Not included in docs - end -->

Why IceVision?

  • IceVision is an Object-Detection Framework that connects to different libraries/frameworks such as Fastai, Pytorch Lightning, and Pytorch with more to come.

  • Features a Unified Data API with out-of-the-box support for common annotation formats (COCO, VOC, etc.)

  • The IceData repo hosts community maintained parsers and custom datasets

  • Provides flexible model implementations with pluggable backbones

  • Helps researchers reproduce, replicate, and go beyond published models

  • Enables practioners to get moving with object detection technology quickly

Quick Example: How to train the PETS Dataset

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Happy Learning!

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