cevision

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

icevision-end-to-end-training

Installation

pip install icevision[all]

Important: We currently only support Linux/MacOS.

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
icevision-readme

GitHub

https://github.com/airctic/icevision