lightning flash

We have hosted the application lightning flash in order to run this application in our online workstations with Wine or directly.

Quick description about lightning flash:

Your PyTorch AI Factory, Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains. In a nutshell, Flash is the production-grade research framework you always dreamed of but didn't have time to build. All data loading in Flash is performed via a from_* classmethod on a DataModule. Which DataModule to use and which from_* methods are available depends on the task you want to perform. For example, for image segmentation where your data is stored in folders, you would use the from_folders method of the SemanticSegmentationData class. Our tasks come loaded with pre-trained backbones and (where applicable) heads. You can view the available backbones to use with your task using available_backbones. With Flash, swapping among 40+ optimizers and 15 + schedulers recipes are simple.

Features:

• PyTorch Recipes
• Make predictions with Flash!
• Serve in just 2 lines
• Flash Training Strategies
• Flash Optimizers / Schedulers
• Flash includes some simple augmentations

Programming Language: Python.
Categories: