computer vision

Best Open-Source Vision Language Models of 2025

Discover the leading open-source vision-language models (VLMs) of 2025 including Qwen 2.5 VL, LLaMA 3.2 Vision, and DeepSeek-VL. This guide compares key specs, encoders, and capabilities like OCR, reasoning, and multilingual support.

qwen

Run Qwen2.5-VL 7B Locally: Vision AI Made Easy

Discover how to deploy Qwen2.5-VL 7B, Alibaba Cloud's advanced vision-language model, locally using Ollama. This guide covers installation steps, hardware requirements, and practical applications like OCR, chart analysis, and UI understanding for efficient multimodal AI tasks.

object segmentation

MASA Implementation Guide: Track Objects in Video Using SAM

MASA revolutionizes object tracking by combining the Segment Anything Model (SAM) with self-supervised matching. Track any object across video frames without category-specific training or manual labels. Learn how MASA works and implement state-of-the-art universal tracking in your projects.

LLAMa

A Hands-On Guide to Meta's Llama 3.2 Vision

Explore Meta’s Llama 3.2 Vision in this hands-on guide. Learn how to use its multimodal image-text capabilities, deploy the model via AWS or locally, and apply it to real-world use cases like OCR, VQA, and visual reasoning across industries.

Image Segmentation

Learn SAM 2 in Minutes: The Ultimate Starter Guide for 2025

Learn to implement Meta's SAM2 for pixel-perfect image/video segmentation. Explore its zero-shot capabilities, real-time processing, and step-by-step code examples for bounding box & point-based object masking.

Agent

Human-Out-Of-The-Loop: No Humans, No Limits

As AI systems become more autonomous, the debate intensifies over the benefits and dangers of removing human oversight. Explore the promise of efficiency and the peril of ethical dilemmas in human-out-of-the-loop AI systems.

Robotics

Hugging Face Buys Pollen Robotics - Here’s the Impact

Hugging Face's acquisition of Pollen Robotics introduces Reachy 2, an open-source humanoid robot. This move aims to democratize robotics, making advanced AI-powered robots accessible for research, education, and innovation.

google ai

Is Google AI Ultra Worth $250/Month?

Google's AI Ultra subscription offers top-tier AI tools, including advanced models like Gemini 2.5 Pro and Veo 3, for $249.99/month. Explore whether this premium plan delivers value for professionals and creatives seeking cutting-edge AI capabilities.

OpenAI

OpenAI's $6.5B Bet: Jony Ive's AI Device Revolution!

OpenAI's $6.5B acquisition of Jony Ive's startup, io, marks a bold move into AI hardware. Discover how this partnership aims to redefine human-AI interaction with innovative, screenless devices designed for seamless integration into daily life.

Google IO

Why Google I/O 2025 Matters: Top AI & Dev Updates!

Discover the groundbreaking AI advancements and developer tools announced at Google I/O 2025. From the Gemini 2.5 models to AI Mode in Search, explore how these innovations are set to transform the tech landscape.

segmentation

Mask2Former: Hands-on Tutorial Guide

Learn how to perform semantic, instance, and panoptic segmentation using Mask2Former-a universal, efficient, and accurate model that streamlines image segmentation tasks across diverse applications.

segmentation

SegGPT Demo + Code: Next-Gen Segmentation is Here

SegGPT is a versatile, unified vision model that performs semantic, instance, panoptic, and niche-domain segmentation via in-context “color-in” prompting—no task-specific fine-tuning required, instantly adapting to new classes from just a few annotated examples.

Microsoft

Microsoft Build 2025: What You’re Missing If You Skip It

Explore the groundbreaking announcements from Microsoft Build 2025, including advancements in AI agents, developer tools, and cross-device features. Discover how these innovations can impact developers, enterprises, and tech enthusiasts alike.

Stable Diffusion

Stable Diffusion 3.5: 30 Seconds to Generate Synthetic Data

Discover how to rapidly generate high-quality synthetic images using Stable Diffusion. This guide walks you through the process, enabling you to create diverse datasets for your machine learning models in just 30 seconds.

phi-4

Phi-4-Reasoning: Building Smarter AI Agents with 14B Param

Discover how Phi-4-Reasoning, a 14B-parameter model, enhances AI agent intelligence through curated data and reinforcement learning. Learn about its performance in complex reasoning tasks and how it outperforms larger models.

Semantic segmenatation

SegFormer Tutorial: Master Semantic Segmentation Fast

Learn how SegFormer uses Transformers and MLPs to perform semantic segmentation. Also implement Segformer yourself.

ai agent

Smolagents: Build AI Agents in Minutes with Python!

Discover how to build powerful AI agents effortlessly using Smolagents. This lightweight Python library supports various models and tools, enabling tasks like web automation, data analysis, and more—all with minimal code.

qwen

Qwen 3 Breakdown: What’s New & How It Performs

Explore Alibaba's latest AI model, Qwen 3, featuring hybrid reasoning capabilities and multilingual support. Discover its innovative design, performance benchmarks, and how it stands out in the competitive AI landscape.

computer vision

The Ultimate YOLO-NAS Guide (2025): What It Is & How to Use

Explore YOLO-NAS! This guide explains its new Neural Architecture Search (NAS) for creating highly efficient and accurate object detection models for diverse hardware.

Yolo

The Only YOLOv11 Multi-Labeling Guide You’ll Ever Need

This guide details how to perform all vision tasks: detection, segmentation, pose estimation & more in YOLOv11.

computer vision

Computer Vision in Security & Surveillance

Explore how computer vision is revolutionizing security and surveillance, enabling real-time threat detection, facial recognition, and automated monitoring to enhance safety and operational efficiency across various sectors.​

Music Generation Model

Generating Music and Songs Using Mureka AI

Discover how Mureka AI transforms your lyrical ideas into fully produced songs. With customizable vocals, genre selection, and a user-friendly interface, Mureka empowers creators to bring their musical visions to life effortlessly.​

Vision Agent

Vision Agent Using SAM-Description-Based Object Segmentation Agent

Build Vision Agents using Segment Anything (SAM)! Learn how to combine text descriptions (like with Grounding DINO) and SAM for powerful, zero-shot object segmentation, bypassing traditional training needs. Understand and build your own description-based vision agent.

Medical

Scaling Surgical AI Data Annotation Workflows

Explore how to efficiently scale surgical data annotation workflows in medical imaging and video analysis. This guide covers best practices, tools, and strategies to enhance AI model performance and streamline the annotation process.

object detection

RT-DETRv2 Beats YOLO? Full Comparison + Tutorial

Explore a comparison between RT-DETR and RT-DETRv2 in real-time object detection with transformer power. Learn how to implement it using HuggingFace.