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- Video · Machine Learning
How to Prevent AI Model Drift: Continuous Retraining for Image Classification Systems
AI models, especially those used for image classification, face performance degradation—also known as model drift—when deployed in real-world environments. Accuracy can decline by up to 15% within just three months, leading to major operational and economic setbacks.
- Article · .NET
TensorFlowServing Integration With .NET Web Application By gRPC/Rest
Explore the integration of TensorFlow with ASP.NET Core for real-time number prediction using a CNN model based on the MNIST example. This article outlines the setup process, including Docker deployment, REST and gRPC requests, and frontend development with React/Redux/TypeScript.
