DEVELOPER BLOG

Tag: Pretrained Models

IVA/IoT

Creating a Real-Time License Plate Detection and Recognition App

Automatic license plate recognition (ALPR) on stationary to fast-moving vehicles is one of the common intelligent video analytics applications for smart cities. 17 MIN READ
AI / Deep Learning

Building and Deploying a Face Mask Detection Application Using NGC Collections

AI workflows are complex. Building an AI application is no trivial task, as it takes various stakeholders with domain expertise to develop and deploy the… 17 MIN READ
AI / Deep Learning

Speeding Up Development of Speech and Language Models with NVIDIA NeMo

As a researcher building state-of-the-art speech and language models, you must be able to quickly experiment with novel network architectures. 7 MIN READ
AI / Deep Learning

Building State-of-the-Art Biomedical and Clinical NLP Models with BioMegatron

With the advent of new deep learning approaches based on transformer architecture, natural language processing (NLP) techniques have undergone a revolution in… 8 MIN READ
IVA/IoT

Improving INT8 Accuracy Using Quantization Aware Training and the NVIDIA Transfer Learning Toolkit

Deep neural network (DNN) models are routinely used in applications requiring analysis of video stream content. These may include object detection… 14 MIN READ
AI / Deep Learning

Training with Custom Pretrained Models Using the NVIDIA Transfer Learning Toolkit

Supervised training of deep neural networks is now a common method of creating AI applications. To achieve accurate AI for your application… 18 MIN READ