State-of-the-Art Multimodal Generative AI Model Development with NVIDIA NeMo
Generative AI has rapidly evolved from text-based models to multimodal capabilities. These models perform tasks like image captioning and visual question...
Robust Scene Text Detection and Recognition: Inference Optimization
In this post, we delve deeper into the inference optimization process to improve the performance and efficiency of our machine learning models during the...
Robust Scene Text Detection and Recognition: Implementation
To make scene text detection and recognition work on irregular text or for specific use cases, you must have full control of your model so that you can do...
Robust Scene Text Detection and Recognition: Introduction
Identification and recognition of text from natural scenes and images become important for use cases like video caption text recognition, detecting signboards...
Research Unveils Breakthrough Deep Learning Tool for Understanding Neural Activity and Movement Control
A primary goal in the field of neuroscience is understanding how the brain controls movement. By improving pose estimation, neurobiologists can more precisely...
Why have images not evolved past two dimensions yet? Why are we satisfied with century-old technology? What if the technology already exists that’s ready to...
Increasing Throughput and Reducing Costs for AI-Based Computer Vision with CV-CUDA
Real-time cloud-scale applications that involve AI-based computer vision are growing rapidly. The use cases include image understanding, content creation,...
Exelon Uses Synthetic Data Generation of Grid Infrastructure to Automate Drone Inspection
Most drone inspections still require a human to manually inspect the video for defects. Computer vision can help automate and accelerate this inspection...
End-to-End AI for NVIDIA-Based PCs: Optimizing AI by Transitioning from FP32 to FP16
This post is part of a series about optimizing end-to-end AI. The performance of AI models is heavily influenced by the precision of the computational resources...
Metropolis Spotlight: Lumeo Simplifies Vision AI Development
Over a billion cameras are deployed in the most important spaces worldwide and these cameras are critical sources of video and data. It is becoming increasingly...
Turn 2D Images into Immersive 3D Scenes with NVIDIA Instant NeRF in VR
Thousands of developers and content creators have built stunning 3D visuals with NVIDIA Instant NeRF, a rendering tool that turns a set of static images into a...
Accelerating Digital Pathology Workflows Using cuCIM and NVIDIA GPUDirect Storage
Whole slide imaging (WSI), the digitization of tissue on slides using whole slide scanners, is gaining traction in healthcare. WSI enables clinicians in...
TIME Magazine Names NVIDIA Instant NeRF a Best Invention of 2022
TIME Magazine named NVIDIA Instant NeRF, a technology capable of transforming 2D images into 3D scenes, one of the Best Inventions of 2022. “Before...
AI Model Matches Radiologists’ Accuracy Identifying Breast Cancer in MRIs
Researchers from NYU Langone Health aim to improve breast cancer diagnostics with a new AI model. Recently published in Science Translational Medicine, the...
Enhanced Image Analysis with Multidimensional Image Processing
Image data can generally be described through two dimensions (rows and columns), with a possible additional dimension for the colors red, green, blue (RGB)....
