airctic / Icevision
Licence: apache-2.0
End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
Stars: ✭ 218
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An Agnostic Object Detection Framework
Note: "We Need Your Help" If you find this work useful, please let other people know by starring it, and sharing it. Thank you!
Installation
pip install icevision[all]
For more installation options, check our docs.
Important: We currently only support Linux/MacOS.
Why IceVision?
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IceVision is an Object-Detection Framework that connects to different libraries/frameworks such as Fastai, Pytorch Lightning, and Pytorch with more to come.
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Features a Unified Data API with out-of-the-box support for common annotation formats (COCO, VOC, etc.)
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The IceData repo hosts community maintained parsers and custom datasets
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Provides flexible model implementations with pluggable backbones
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Helps researchers reproduce, replicate, and go beyond published models
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Enables practioners to get moving with object detection technology quickly
Quick Example: How to train the PETS Dataset
Happy Learning!
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