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Zilliz Cloud
Fully-managed vector database service designed for speed, scale and high performance.
Zilliz Cloud vs. Milvus
Milvus
Open-source vector database built for billion-scale vector similarity search.
High-Performance Vector Database Made Serverless.
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Your AI Reference Guide
What projects can I do to learn computer vision?

What projects can I do to learn computer vision?

What projects can I do to learn computer vision?

Beginners can start with simple projects like building a face detection app using OpenCV’s Haar cascades. This introduces basic concepts like image processing and feature detection. Intermediate learners can develop an object detection model using TensorFlow or PyTorch, training it on datasets like COCO or Pascal VOC. Advanced projects include implementing a real-time action recognition system using 3D CNNs or building an augmented reality app that overlays virtual objects on a live video feed. Participating in Kaggle competitions or contributing to open-source computer vision projects can also deepen your understanding.

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VectorDB for GenAI Apps

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