gablanouette / icevision Goto Github PK

An Agnostic Object Detection Framework

IceVision is the first agnostic computer vision framework to offer a curated collection with hundreds of high-quality pre-trained models from torchvision, MMLabs, and soon Pytorch Image Models. It orchestrates the end-to-end deep learning workflow allowing to train networks with easy-to-use robust high-performance libraries such as Pytorch-Lightning and Fastai

IceVision Unique Features:

• Data curation/cleaning with auto-fix

• Access to an exploratory data analysis dashboard

• Pluggable transforms for better model generalization

• Access to hundreds of neural net models

• Access to multiple training loop libraries

• Multi-task training to efficiently combine object detection, segmentation, and classification models

pip install icevision[all]

For more installation options, check our docs.

Important: We currently only support Linux/MacOS.

If you need any assistance, feel free to:

Join our Forum