Shypd.aiThe largest open index of AI toolsIceVision is an agnostic computer vision framework that offers a curated collection of pre-trained models. It orchestrates end-to-end deep learning workflows, allowing training with libraries like PyTorch-Lightning and Fastai.
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IceVision is an open-source, agnostic computer vision framework designed to be pluggable with various training libraries, including Fastai and Pytorch-Lightning. It provides a curated collection of hundreds of high-quality pre-trained models from sources like Torchvision, Open MMLab's MMDetection, Ultralytic's YOLOv5, and Ross Wightman's EfficientDet. The framework orchestrates the entire deep learning workflow, enabling users to train networks efficiently. Unique features include data curation/cleaning with auto-fix, an exploratory data analysis dashboard, pluggable transforms for better model generalization, access to multiple training loop libraries, and multi-task training for combining object detection, segmentation, and classification models.
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