airctic/icevision
An agnostic computer vision framework providing hundreds of pre-trained models and orchestrating end-to-end deep learning workflows.
Not currently ranked — collecting fresh signals.
star history
IceVision is an agnostic computer vision framework that provides curated access to hundreds of pre-trained models from Torchvision, MMDetection, YOLOv5, and EfficientDet. It orchestrates the end-to-end deep learning workflow and plugs into training libraries like PyTorch-Lightning and Fastai. The framework includes data curation tools, exploratory data analysis dashboards, and support for common formats like COCO and VOC datasets.
Frequently asked
- What is airctic/icevision?
- An agnostic computer vision framework providing hundreds of pre-trained models and orchestrating end-to-end deep learning workflows.
- Is icevision open source?
- Yes — airctic/icevision is open source, released under the Apache-2.0 license.
- What language is icevision written in?
- airctic/icevision is primarily written in Python.
- How popular is icevision?
- airctic/icevision has 867 stars on GitHub.
- Where can I find icevision?
- airctic/icevision is on GitHub at https://github.com/airctic/icevision.