🛠️Getting started

The Key tools in the Lens AI platform are the following

• Lens AI Python Profiler

• Lens AI Cpp Profiler

• Lens AI Monitoring Server

Lens AI Integration Architecture

The Key steps for integrating Lens AI into your Model and data observability pipeline

Step1: Integrating Lens AI Python Profiler during the Model Training Phase

Step 2: Integrating Lens AI Cpp Profiler on the Edge device during Model Inference

Step 3: Using Lens AI Monitoring Server for obserivng the Model and Data

Step 4: Retraining the model with the sampled data