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⚡ AI Lessons

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
1w ago
Mage-Flow-Edit-Turbo: Microsoft’s 4B Image Editing Model
Learn how Mage-Flow-Edit-Turbo handles object edits, style changes, restoration, and arbitrary aspect ratios with four-step inference.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
1mo ago
Fleet Safety Camera System Engineering Knowledge Series
This series comprises six main articles covering, in sequence, IQ Lab build-up, Intrinsic/Extrinsic Calibration, component selection, factory EOL testing and Ac

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
1mo ago
MediaPipe Face Mesh Landmark Indices Cheat Sheet
A complete reference for all 478 MediaPipe Face Mesh landmark indices, organized by face region. Includes a quick-lookup table for the most-searched points (eye

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
2mo ago
Ultralytics Founder and CEO: Democratizing Vision AI for Everyone
Ultralytics Founder and CEO Glenn Jocher on building the world's most widely deployed vision AI and why open source is the great equalizer.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
2mo ago
How We Built a Price Tag Recognition System in 2017 — Before It Was Cool
A story of cfans duct-taped to GPUs, neural network hallucinations, and what it actually takes to ship computer vision in production.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
The Classic Computer Vision Trick Behind Smooth Image Blending
This post explains Laplacian Pyramid Blending, a classic computer vision technique that blends images by separating fine details from broad color strokes. By us

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
How Time-Aware AWB Reframes Camera Intelligence
AWB is a basic feature on almost every smartphone camera, but also one of the easiest to fail. Why are indoor photos yellowish? Why are sunsets "corrected into

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
WildDet3D Wants to Break 3D Detection Out of the Benchmark Box
WildDet3D rethinks 3D object detection with open-world prompts, geometry-aware reasoning, and optional depth fusion for stronger generalization.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
3mo ago
Inside PEAK’s Daily Map Generation System
A digestible intro to procedural generation, occlusion maps, and ray tracing used in the hit indie game PEAK.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Rust + OpenGL: Rendering 250,000 Dynamic 3D Entities at 50 FPS on a Single CPU Thread
I created an open-source game engine, Light Acorn, with a unique architecture designed for older PCs. The engine is based on Macroquad and Bevy ECS (there is al

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Matrix-Game-3.0 Brings Real-Time 720p Interactive Video to Open Source
Matrix-Game-3.0 is Skywork’s open-source world model for real-time 720p interactive video generation at 40 FPS with strong temporal consistency.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
AI Model Develops Object Recognition Without Human Guidance
This paper shows that when Vision Transformers are trained without labels using self-supervision, they develop surprising abilities. Their attention maps reveal

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Background-removal model by Pixelcut: A Model Overview
background-removal is an AI-powered tool created by Pixelcut that handles the task of removing backgrounds from images with precision and speed.

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Building Ultra-Lightweight Image Classifiers with TinyVision (Part 1)
This article explores how small image classification models can get while remaining effective. Using handcrafted feature pipelines and compact CNN architectures

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
When Verified Source Lies
I deployed a staking vault on Sepolia and got it verified on Etherscan with a green checkmark. The source code contains a storage write that does not exist in t

Hackernoon
👁️ Computer Vision
⚡ AI Lesson
4mo ago
Forget Blender Skills: This AI Generates Complete 3D Objects for You
GET3D is an AI system that generates complete 3D models—geometry and textures—from simple 2D images. Unlike older methods, it produces ready-to-use assets compa
DeepCamp AI