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

Source Code

Happy Learning!

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