Lucas (@lgvaz) and I (@farid) have built IceVision: an Agnostic Object Detection Framework. We will officially release it this week.
We are very grateful to the fastai community. Therefore, we would like to pre-share it with you before the official announcement.
@jeremy kindly invited us to give a live presentation about IceVision at the Fastai Discord Forum tomorrow Tuesday September 22nd at 10 AM (Pacific Time).
Calendar: here
Location: Fastai Discord Forum - “General” Voice Channel
What is 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 practitioners to get moving with object detection technology quickly
Documentation: https://airctic.com/
Repo: https://github.com/airctic/IceVision
We also have a Discord Forum, please come and join us: https://discord.gg/JDBeZYK
Lucas and Farid