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Showing articles in category "Computer Vision"

Jul 06, 2026 • 15 min read • 30

Stop Wrestling with Tracking Code! Use Roboflow Trackers Instead

Roboflow Trackers gives you clean, modular re-implementations of SORT, ByteTrack, OC-SORT, and BoT-SORT with native supervision.Detections integration. Plug-and-play tracking for any detection model with zero glue code required.

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One-DM: Clone Any Handwriting From Just One Sample

Machine Learning

Jul 06, 2026 • 13 min read • 24

One-DM: Clone Any Handwriting From Just One Sample

Discover One-DM, the ECCV 2024 breakthrough that mimics any handwriting from a single sample using diffusion models. Complete technical guide with installation, code examples, and real-world applications.

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VGGT-Det Exposed: 3D Detection Without Camera Poses Is Now Reality

Machine Learning

Jul 02, 2026 • 12 min read • 23

VGGT-Det Exposed: 3D Detection Without Camera Poses Is Now Reality

VGGT-Det (CVPR 2026) eliminates camera pose requirements for multi-view indoor 3D object detection by mining VGGT foundation model priors. Complete installation guide, code examples, and comparison with NeRF-Det/MVSDet alternatives included.

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Meta's Secret 3D Weapon: SAM 3D Objects Exposed

Computer Vision

Jun 24, 2026 • 14 min read • 37

Meta's Secret 3D Weapon: SAM 3D Objects Exposed

Meta's SAM 3D Objects reconstructs complete 3D models from single images using progressive training and human feedback. Learn installation, real code examples, and why it outperforms alternatives in production scenarios.

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Stop Overcomplicating Segmentation! SimpleSeg Does It With Just Points

Machine Learning

May 29, 2026 • 13 min read • 94

Stop Overcomplicating Segmentation! SimpleSeg Does It With Just Points

SimpleSeg revolutionizes pixel segmentation by reframing it as point sequence generation within standard MLLMs. No decoders, no complexity—just coordinate prediction achieving state-of-the-art results on refCOCO benchmarks.

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GutenOCR: The OCR Toolkit Every AI Developer Needs

Machine Learning

May 03, 2026 • 6 min read • 109

GutenOCR: The OCR Toolkit Every AI Developer Needs

GutenOCR is a revolutionary open-source toolkit for training Vision Language Models on OCR tasks. Learn how to leverage its powerful features, from multi-GPU training to flexible output formats, and discover why it's transforming document understanding for developers worldwide.

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Supervision: The CV Toolkit Every Developer Needs

Developer Tools

Apr 30, 2026 • 15 min read • 134

Supervision: The CV Toolkit Every Developer Needs

Discover Supervision by Roboflow - the ultimate Python toolkit that eliminates boilerplate code from computer vision projects. Learn how to load datasets, visualize detections, and streamline your CV workflow with real code examples and expert tips.

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OpenOCR: The OCR Toolkit Developers Need

Computer Vision

Apr 26, 2026 • 16 min read • 260

OpenOCR: The OCR Toolkit Developers Need

OpenOCR from Fudan University revolutionizes document parsing with an ultra-lightweight 0.1B parameter model achieving 90.57% accuracy on OmniDocBench. This open-source toolkit unifies text detection, formula recognition, and table extraction for both research and production.

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dots.ocr: Convert Graphics to SVG Code Instantly

Developer Tools

Apr 15, 2026 • 14 min read • 254

dots.ocr: Convert Graphics to SVG Code Instantly

Discover dots.ocr, the revolutionary AI that converts graphics into SVG code and parses multilingual documents with unmatched accuracy. Learn installation, see real code examples, and explore why it outperforms commercial alternatives.

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LiveCC: The Revolutionary Video LLM for Real-Time Commentary

Computer Vision

Feb 22, 2026 • 13 min read • 468

LiveCC: The Revolutionary Video LLM for Real-Time Commentary

LiveCC is the first video LLM capable of real-time commentary, trained with novel streaming speech transcription. Learn installation, training, and advanced usage with code examples from the official repository.

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