"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

August 12, 2023

Google Vertex Image Classification Step by Step

Summary notes from Vertex AI Classification task

1. Setting up Experiment Classification - Multiple Labels


2. Upload data and label the dataset. We need to automate, For learning purposes experimented upload option


3. Huges files do take time to upload



4. Once uploaded create labels for them, Now dataset is labelled, label creation, and mapping done here




5. Training model, Setting up configuration options



6. Accuracy vs Latency Tradeoff 

7. Hardware allocation 

8. Dataset Mapping



9. Training Results and Summary



Happy Learning!!!

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