Developer Resources For Retail

NVIDIA NGC

Learn More | Explore NGC Containers

The NGC container registry provides researchers, data scientists, and developers with simple access to a comprehensive catalog of GPU-accelerated software for AI, machine learning and HPC - and includes performance-engineered containers featuring AI software like TensorFlow, PyTorch, MXNet, NVIDIA TensorRT™, RAPIDS and more. These containers take full advantage of NVIDIA GPUs on-premises and in the cloud. Each is fully optimized and works across a wide variety of NVIDIA GPU platforms.

NVIDIA TAO Toolkit

Learn More

The term “transfer learning” implies that you can extract learned features from an existing neural network and transfer these learned features by transferring weight from an existing neural network. TAO Toolkit enables you to build high performance IVA based applications such as retail analytics, logistics, smart cities, access control and more.

TensorRT

Learn More

NVIDIA TensorRT™ is a platform for high-performance deep learning inference. It includes a deep learning inference optimizer and runtime that delivers low latency and high-throughput for deep learning inference applications.

Triton Inference Server

Learn More

The NVIDIA Triton inference server simplifies the deployment of AI models at scale in production. Triton Server is open-source inference server software that lets teams deploy trained AI models from many frameworks, including TensorFlow, TensorRT, PyTorch, and ONNX.

Automatic Mixed Precision

Learn More

Deep Neural Network training has traditionally relied on IEEE single-precision format, however with mixed precision, you can train with half precision while maintaining the network accuracy achieved with single precision. This technique of using both single- and half-precision representations is referred to as mixed precision technique.

NVIDIA ISAAC SDK

Robotics SDK | Learn More

Build and deploy commercial-grade, AI-powered robots. The NVIDIA Isaac SDK™ is a toolkit that includes building blocks and tools that accelerate robot developments that require the increased perception and navigation features enabled by AI.

NVIDIA Merlin

Recommendation system framework | Get Started

Merlin empowers data scientists, machine learning engineers, and researchers to build high-performing recommenders at scale. Merlin includes tools that democratize building deep learning recommenders by addressing common ETL, training, and inference challenges. Each stage of the Merlin pipeline is optimized to support hundreds of terabytes of data, all accessible through easy-to-use APIs. With Merlin, better predictions than traditional methods and increased click-through rates are within reach.

NVIDIA Morpheus

Cybersecurity app framework | Apply for early access

NVIDIA Morpheus is an open AI application framework that provides cybersecurity developers with a highly optimized AI pipeline and pre-trained AI capabilities that, for the first time, allow them to instantaneously inspect all IP traffic across their data center fabric. Bringing a new level of security to data centers, Morpheus provides dynamic protection, real-time telemetry, adaptive policies, and cyber defenses for detecting and remediating cybersecurity threats.