IT-Trainer Jobs und Stellenangebote: Nvidia Computer Vision for Industrial Inspection (CVII)

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IT-Trainer Jobs und Stellenangebote: Nvidia Computer Vision for Industrial Inspection (CVII), KI-Experte, NVIDIA Corporation.

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Agenda

Data Exploration and Pre-Processing with DALI

• Learn how to extract valuable insights from a data set and pre-process image data for deep learning model consumption.
• Explore data set with Pandas
• Pre-process data with DALI
• Assess scope for feasibility testing

Efficient Model Training with TAO Toolkit

• Learn how to efficiently train a classification model for the purpose of defect detection using transfer learning techniques
• Train a deep learning model with TAO Toolkit
• Evaluate the accuracy of the model
• Iterate model training to improve accuracy

Model Deployment for Inference

• Learn how to deploy and measure the performance of a deep learning model
• Optimize deep learning models with TensorRT
• Deploy model with Triton Inference Server
• Explore and assess the impact of various inference configurations