End-to-End Object Detection Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come.
pip install icevision[all]
Important: We currently only support Linux/MacOS.
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