Learn more about computerscience with this collection
Understanding machine learning models
Improving data analysis and decision-making
How Google uses logic in machine learning
π Builder is a pattern that lets developers design complex objects by using simple objects via a step-by-step approach. This allows creating different modified variations of the same object.
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π Prototype is a pattern based on the concept of copying an existing object for creating a new one. It is used to reduce the number of subclasses that differ only in the way they initialize their objects.
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π Abstract factory is a pattern that produces sets of related objects. In its simplest form, it could be a set of factories that allows developers to produce parts of object sets.
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π Factory method is a pattern that creates an interface or abstract class that also allows for modification of object creation in subclasses. It is best used when the developer doesnβt know beforehand the exact types and dependencies of the o...
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π Singleton is a pattern that creates only one instance of an object while providing a point of global access to this instance. This pattern should be implemented when a class in the program has only a single instance available to all clients...
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As an extension of image similarity, we've used CLIP to track objects across frames in a video . It uses an object detection model to find items of interest then crops the image and uses CLIP to determine if two detected objec...
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