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In this project

Active Liveness Detection against deepfake

https://sudonull.com/active-liveness-detection-against-deepfake

Learn how active liveness detection with video identification protects against selfie and document fakes. Metrics AUC ROC 0.9966, accuracy 0.9808. Integration for developers.

ACE-Step 1.5: music neural network outperforms Suno locally

https://sudonull.com/ace-step-1-5-music-neural-network-outperforms-suno-locally

Open-source model ACE-Step 1.5 XL generates music locally, outperforms Suno in SongEval. LM+DiT architecture, from 4 GB VRAM. Installation, benchmarks, limitations. Test it yourself for IT projects.

NPU on MCU for speech: STM32N6 and acoustics

https://sudonull.com/npu-on-mcu-for-speech-stm32n6-and-acoustics

Acoustic speech recognition model on STM32N6 with NPU: PER 5.3%, 0.2 W, real time. Comparison, metrics, application for developers. Study the implementation.

Accessible DatePicker React WCAG 2.2

https://sudonull.com/accessible-datepicker-react-wcag-2-2

Create WCAG 2.2 AA DatePicker on React: AI code fixes, focus trap, aria-live assertive. For middle/senior dev. Tested on NVDA/VoiceOver. Full guide.

ACL in Active Directory: ACE types and control rights

https://sudonull.com/acl-in-active-directory-ace-types-and-control-rights

Breakdown of 22 ACE types, ACCESS_MASK, extended rights and validated writes in AD. For middle/senior developers: inheritance, flags, bypassing checks. Study the security mechanics.

From other projects

Lewandowski to AC Milan? Free Transfer Deal in Works

https://lrivo.com/lewandowski-to-ac-milan-free-transfer-deal-in-works

AC Milan target Robert Lewandowski on a free transfer to fix their attack. Find out how the deal could happen and what it means for Serie A.

Sexual Health and Sleep: Key Topics of ACOG 2026

https://ymaho.com/sexual-health-and-sleep-key-topics-of-acog-2026

75% of menopausal women suffer from sleep disorders. ACOG 2026 called for integrating sleep screening into gynecology. Learn about market redistribution and new drugs.

Active vs Passive Recovery: Which Is Better for You?

https://lrivo.com/active-vs-passive-recovery-which-is-better-for-you

What is the difference between active and passive recovery? Learn when to use each strategy, their benefits, and how to optimize your rest days for better performance and muscle repair.

How to Prevent ACL Injuries in Sports: Expert Guide

https://lrivo.com/how-to-prevent-acl-injuries-in-sports-expert-guide

Learn how to prevent ACL injuries in sports with evidence-based neuromuscular training. Discover exercises, risk factors, and proven strategies to protect your knees.

Soldiers Accused of Assault Return to Duty

https://ymaho.com/soldiers-accused-of-assault-return-to-duty

Five soldiers accused of detainee assault return to service after charges dropped. Explore the legal and accountability implications.

From the web

Air Conditioners | P.C. Richard & Son

https://www.pcrichard.com/air-conditioners/

Air Conditioner units have been staple appliances in homes across the nation for many years. With the ability to keep the temperature in your home cool and comfortable, having an air conditioner is a must for any home. When you get your air conditioner at P.C. Richard & Son, you can be sure that you're getting a high-quality product at the guaranteed best price.

Central Air Conditioners - The Home Depot

https://www.homedepot.com/b/Heating-Venting-Cooling-Air-Conditioners-Central-Air-Conditioners/N-5yc1vZc4kd

Get free shipping on qualified Central Air Conditioners products or Buy Online Pick Up in Store today in the Heating, Venting & Cooling Department.

Air Conditioners | Amazon.com

https://www.amazon.com/air-conditioners/b?node=14554126011

Garvee 3-in-1 Portable Air Conditioner , 8,000 BTU Portable AC Unit with Cooling, Dehumidifier & Fan for Rooms up to 350 sq.ft with Remote Control, Sleep Mode, 24H Timer & Window Kit

Central Air Conditioners for Whole-Home Cooling | Lowe's

https://www.lowes.com/pl/air-conditioners-fans/central-air-conditioners/4294618087

Explore home cooling with central air conditioners for HVAC installs and replacements. Browse tonnage, SEER options and brands at Lowe's.

Air Conditioners & Fans for Home Cooling | Lowe’s

https://www.lowes.com/c/Air-conditioners-fans-Heating-cooling

Buying Guides The Best Portable Air Conditioner for Your Home How-Tos How to Install a Window AC Unit: Step-by-Step Guide How-Tos Install a Whole-House Fan How-Tos

Amazon.com: Air Conditioner

https://www.amazon.com/air-conditioner/s?k=air+conditioner

GE Window Air Conditioner 5,000 BTU AC Unit for Small Rooms up to 150 sq ft with Manual Controls & 2 Cooling Modes for Bedroom or Living Room, Easy Install Kit, White

Air Conditioners in Cooling - Walmart.com

https://www.walmart.com/browse/home-improvement/air-conditioners/1072864_133032_1231458_133026

You can compare BTU capacity, AC type, controls, and efficiency features to narrow your choice faster. When you shop this category, you can find window models, portable air conditioners, wall-mounted units, and split system options in one place.

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