DEVELOPER BLOG

Data Science

Gauss Rank Transformation Is 100x Faster with RAPIDS and CuPy

As explained in the Batch Normalization paper, training neural networks becomes way easier if its input is Gaussian. This is clear. And if your model inputs are… 5 MIN READ
AI / Deep Learning

Training and Optimizing a 2D Pose Estimation Model with the NVIDIA Transfer Learning Toolkit, Part 2

The first post in this series covered how to train a 2D pose estimation model using an open-source COCO dataset with the BodyPoseNet app in the NVIDIA Transfer… 12 MIN READ
AI / Deep Learning

Training and Optimizing a 2D Pose Estimation Model with the NVIDIA Transfer Learning Toolkit, Part 1

Human pose estimation is a popular computer vision task of estimating key points on a person’s body such as eyes, arms, and legs. This can help classify a… 14 MIN READ
AI / Deep Learning

Preparing Models for Object Detection with Real and Synthetic Data and the NVIDIA Transfer Learning Toolkit

The long, cumbersome slog of data procurement has been slowing down innovation in AI, especially in computer vision, which relies on labeled images and video… 12 MIN READ
AI / Deep Learning

Accelerating Model Development and AI Training with Synthetic Data, SKY ENGINE AI platform, and NVIDIA Transfer Learning Toolkit

In AI and computer vision, data acquisition is costly and time-consuming and human-based labeling can be error-prone. The accuracy of the models is also… 8 MIN READ
Graphics / Simulation

NVIDIA SimNet v21.06 Released for General Availability

NVIDIA SimNet is a physics-informed neural network (PINNs) toolkit, which addresses these challenges using AI and physics. 7 MIN READ