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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

Quick Example: How to train the Fridge Objects Dataset

Open In Colab image


Happy Learning!

If you need any assistance, feel free to:

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