Conversational AI

• TLT conversational AI models and container collection: Download from NGC
• To deploy with Riva, go to download resources
• Get started with Jupyter Notebooks:
  • Speech Recognition
  • Question Answering
  • Text Classification
  • Named Entity Recognition
  • Punctuation & Capitalization
  • Intent Detection & Slot Tagging

Vision AI

• TLT computer vision models and container collection: Download from NGC
• Collection of Jupyter Notebooks and training specs for vision AI model
• To deploy TLT models using DeepStream, go to TLT Triton repo.
• DeepStream sample apps to deploy YoloV3/V4, FasterRCNN, UNET, etc.
• Models trained with TLT Sample App for license plate detection and recognition using DeepStream
• Sample App for Gaze Estimation, Facial Landmark, HeartRateNet, Gesture and Emotion - x86 | Jetson
• To convert TLT model (etlt) to TensorRT engine for deployment with DeepStream, select the appropriate tlt-converter for your hardware and software stack.

Documentation

• Release Notes
• TLT User Guide
• TLT Quick Start Guide

Developer Forums

• Post your questions or feedback in the following associated forums:
  • Transfer Learning Toolkit
  • DeepStream SDK
  • Riva

Success Stories

• Learn how CVEDIA taps NVIDIA Transfer Learning Toolkit to cut down model development time for Cubic’s GRIDSMART Traffic Systems
• Learn how Lexmark slashes AI skills development cycle by 25%
• Explore how INEX revolutionizes toll road systems with real-time video processing
• Find out how Nota cuts development time by 50% for real-time traffic control system
• Explore how other top AI teams utilize NVIDIA pre-trained models and Transfer Learning Toolkit to transform the world around us. Read now

Blogs & Tutorials

• Training and Optimizing a 2D Pose Estimation Model with the NVIDIA Transfer Learning Toolkit, Part 1 | Part 2
• Preparing State-of-the-Art Models for Classification and Object Detection with the NVIDIA Transfer Learning Toolkit
• Creating a Real-Time License Plate Detection and Recognition App
• Fast-Tracking Hand Gesture Recognition AI Applications with Pretrained Models from NGC
• Building and Deploying Conversational AI Models Using the NVIDIA Transfer Learning Toolkit
• Implementing a Real-time, AI-Based, Face Mask Detector Application for COVID-19
• Improving INT8 accuracy using Quantization Aware Training and NVIDIA Transfer Learning Toolkit
• Training Instance Segmentation Models using MaskRCNN on NVIDIA Transfer Learning Toolkit
• Building Intelligent Video Analytics Apps Using NVIDIA DeepStream 5.0
• Using the NVIDIA Isaac SDK Object Detection Pipeline with Docker and the NVIDIA Transfer Learning Toolkit
• How To Train with Custom Pre-Trained Models using Transfer Learning Toolkit
• What is transfer learning?
• Build and Deploy Accurate Deep Learning Models for Intelligent Image and Video Analytics
• Pruning models with NVIDIA Transfer Learning Toolkit

Community Projects

• Take a look at our innovative developer community projects and submit your cool project to be featured on our community project hub

Webinars

• GTC 2021: Train Smarter, not Harder, with NVIDIA Pre-Trained Models and Transfer Learning Toolkit 3.0
• GTC 2021: Building and Deploying a Custom Conversational AI App with NVIDIA Transfer Learning Toolkit and Riva
• Using NVIDIA Pre-trained Models and Transfer Learning Toolkit 3.0 to Create Gesture-Based Interaction With a Robot.
• GTC 2020: Accelerating Vision AI Applications Using NVIDIA Transfer Learning Toolkit and Pre-Trained Models
• GTC 2020: NVIDIA Tools to Train, Build, and Deploy Intelligent Vision Applications at the Edge
• Accelerating deep learning training using NVIDIA Transfer Learning Toolkit
• Real-time object detection for disaster response
• DeepStream SDK- Accelerating Real-Time AI Based Video And Image Analytics

Free Self-Paced DLI Online Courses

• Learn how to build end-to-end intelligent video analytics pipelines using DeepStream and Jetson Nano >> Enroll now
• Learn how to get started with AI using Jetson Nano >> Enroll now