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IceVision: Agnostic Object Detection Framework

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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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