What is NVIDIA Deep Learning GPU Training System (DIGITS)?
The NVIDIA Deep Learning GPU Training System (DIGITS) enables data scientists and researchers to efficiently develop deep neural networks for image classification and object detection tasks. Through real-time visualization of network behavior, users can quickly design and optimize deep learning models tailored to their specific needs. The platform provides a user-friendly interface to manage training datasets, configure network architectures, and monitor model performance during the iterative development process. By leveraging the power of GPUs, DIGITS accelerates the training of complex deep learning models, empowering users to explore and validate innovative solutions for a wide range of computer vision applications
Highlights
- Real-time visualization of network behavior during training
- User-friendly interface for managing datasets and configuring models
- Accelerated training of deep neural networks using GPU computing
- Supports image classification and object detection tasks
- Enables iterative model development and optimization