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: