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MiniCPM-o 4.5 is a 9B open-source model that can see, hear, and speak simultaneously. We test its full-duplex Omni-Flow streaming on real-world videos.
OpenCV 5 in C++ on the CPU: run object detection, team split, pose estimation and instance segmentation on football footage, fully reproducible.
Install OpenCV 5 on Linux with pip, C++ source, or CUDA. Includes Ubuntu 24.04 tests, distro routing, strict checks, and a verifier bundle.
Reconstruct the 3D swing plane of Virat Kohli's flick shot from a single 2D video with off-the-shelf vision models. No sensors, no motion-capture rig.

Blog Topics

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Classical Computer Vision

OG algorithms that power modern AI's visual roots.

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Image Classification

Gateway to Deep Learning, teach models to recognize what it sees.

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Object Detection & Tracking

Spot it, tag it, and follow it frame by frame with state of the art models.

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Image Segmentation

Slice images into smart, meaningful regions through Semantic and Instance segmentation.

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Text Detection & Recognition

Work with OCR, turn images into searchable, editable text magic.

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Generative AI

Work with Diffusion Models, Agents, LLMs, VLMs, RAG and build interesting applications.

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3D Vision

Give machines depth, shape, and real-world perspective.

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Deployment

Get your AI model from the lab environment to the real world.

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Edge AI

Work with Raspberry Pi, Jetson Nano, Mobile devices, Microcontrollers and more.

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Robotics

Vision meets motion for truly autonomous machines.

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Face Recognition

Learn about best face recognition algorithms and Face Applications.

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Keypoint Detection

Map precise landmarks on faces, poses, and objects in real time.

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