that focuses on enabling computers to identify and understand objects and people in images and videos. It replicate both the way humans see, and the way humans make sense of what they see. 3
in minutes ⬡ Train machine learning models that classify images using AutoML or custom models ⬡ Easily integrate with BigQuery, Cloud Functions, and your cameras to enable end to end journey 6
Vision Model ⬡ High Computation System to Trained Model 7 ⬡ Follow Evolving Standards and Frameworks ⬡ Time Constraint - Require a lot of time in research building stuff
deploy and manage computer vision applications. Solve for a variety of uses and expertise levels Plug and play analytics via APIs or the ability to use custom ML models or an end to end development environment. Assured quality from by Following Standards Following Standard and Framework, Data Protection Policies, Update and Management via new techniques. 8
models through REST and RPC APIs. 3 Auto ML Automate the training of your own custom machine learning models. Simply upload images and train custom image and video models with AutoML's easy-to-use graphical interface; optimize your models for accuracy, latency, and size 2 Vertex Vision AI Vertex AI Vision is a fully managed end to end application development environment that lets you easily build, deploy and manage computer vision applications for your unique business needs. 1 Solutions
Data Data collection, storage Train Model Tune Hyperparameters Get Prediction Test on test set, check accuracy, precision Create Dataset Add Data Annotation Labeling Evaluate Model Test on Validation Data Deployment & Maintenance