MLOps MLflow: Converting Fine-Tuned Vision Transformer to ONNX for Registration and Inference
The Machine Learning Engineer via YouTube
Overview
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Learn how to convert a customized Vision Transformer (ViT) model trained on a private dataset into ONNX format in this 40-minute technical video. Follow along with step-by-step instructions to register the converted model in MLflow and implement inference capabilities. Access the complete code implementation through the provided GitHub repository to understand the practical aspects of model conversion, registration, and deployment in an MLOps pipeline.
Syllabus
MlOps Mlflow: Convert FineTuned ViT to ONNX, Register and Inference #mlops #machinelearning
Taught by
The Machine Learning Engineer