When to use multiple instance learning?
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When to use multiple instance learning?
When we have pathology slides from patients and we want to predict if a large slide contains cancer cells or, zooming out if the patient has malignant cells, Multiple Instance Learning is a good option because doctors don’t need to segment individual cells or label each tile. Only the whole slide needs a label.
What is single instance and multiple instance?
Therefore, a single-instance ERP solution is one that uses the ERP system for all your business operations—on either the front end or the back end. Multiple-instance ERP solutions are commonly used by businesses that operate globally to accommodate each country’s needs or financial systems.
Why do we need more than one instance?
You don’t want to keep updating everybody’s app every time you have a new client requirement. So, multiple instances will allow you to scale each customer at different times and rates and will allow you to develop each solution without affecting each other.
What is multi-instance in cloud?
A multi-instance architecture provides each customer with their own unique database. Rather then using a large centralized database, instances are deployed on a per-customer basis, allowing the multi-instance cloud to scale horizontally and infinitely.
What is multi-instance architecture?
What does separate instance mean?
In a multi-instance cloud, entirely separate instances (that is, separate copies of defined data items) are run parallel to one another.
What is the need of connecting multiple instances to the database?
Multiple instances of the database manager might be created on a single server. This means that you can create several instances of the same product on a physical computer, and have them running concurrently. This provides flexibility in setting up environments.