What is The Vision Lab?
The Vision Lab is an end-to-end computer vision platform designed to empower anyone to build custom image and video recognition models without coding. It provides an intuitive graphical interface that allows users to upload images, annotate them, train AI models using those labeled images, and then deploy those models either publicly or privately.
Some key capabilities and benefits of The Vision Lab include:
- Intuitive drag-and-drop interface to label uploaded images and train computer vision models
- Support for all major model architectures including convolutional and transformer neural networks
- Real-time training metrics like accuracy and loss to monitor model performance
- Options to tune hyperparameters like learning rate and epochs to optimize models
- One-click model deployment to either public or private hosting endpoints
- Collaboration tools to work together with team members on computer vision projects
- REST API access to trained models for integration into apps and software
In summary, The Vision Lab makes it easy for anyone, regardless of technical skill level, to harness the power of machine learning and computer vision. It has the advanced capabilities expected from an enterprise platform while maintaining an intuitive interface accessible to non-experts.