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Processing long documents with VLMs or LLMs poses a fundamental challenge: input size exceeds context limits. Even with GPUs, as large as 12 GB can barely process 3-4 pages at a time. Vector DB and RAG address this by enabling semantic retrieval at scale. In this article, we will explore how to leverage vectors DBs to build a robus document processing RAG pipeline.
DeepSeek AI just unleashed DeepSeek OCR, a 3B-param beast that compresses entire documents into 100 vision tokens and still nails 97% accuracy.
Discover how 2D Gaussian Splatting transforms neural rendering by replacing volumetric 3D Gaussians with surface-aligned 2D disks.

Models with billions, or trillions, of parameters are becoming the norm. These models can write essays, generate code, as well as create art. But they can still get stuck on

Blog Topics

Classical Computer Vision

OG algorithms that power modern AI's visual roots.

Image Classification

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

Object Detection & Tracking

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

Image Segmentation

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

Text Detection & Recognition

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

Generative AI

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

3D Vision

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

Deployment

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

Edge AI

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

Robotics

Vision meets motion for truly autonomous machines.

Face Recognition

Learn about best face recognition algorithms and Face Applications.

Keypoint Detection

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

Keypoint Detection

OG algorithms that power modern AI's visual roots.

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