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From Pixels to Predictions: Data Pipelines and Training the Sequence Model (Part 2)

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DEV Community · Technology

From Pixels to Predictions: Data Pipelines and Training the Sequence Model (Part 2)

In Part 1 of this series, we introduced the architecture of the asl-to-voice translation system—a five-stage pipeline designed to turn real-time webcam video into spoken English. But a machine learning model is only as good as the data it learns from, and in the world of computer vision, raw video...

Bright Etornam Sunu 15 hours ago

Cloudflare como capa de inferencia para agentes: lo que promete y lo que me preocupa

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DEV Community · Technology

Cloudflare como capa de inferencia para agentes: lo que promete y lo que me preocupa

Hay una creencia instalada en la comunidad dev que dice que distribuir la inferencia de IA cerca del usuario es, por definición, bueno. Más velocidad, menos latencia, mejor experiencia. Y sí, en abstracto tiene sentido. El problema es que "distribuido" y "descentralizado" no son sinónimos, y hay una...

Juan Torchia 15 hours ago

Qwen3.6-35B-A3B corre en mi laptop y dibuja mejor que Claude Opus 4.7

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DEV Community · Technology

Qwen3.6-35B-A3B corre en mi laptop y dibuja mejor que Claude Opus 4.7

Estaba probando modelos locales para reemplazar algunas llamadas a la API de Anthropic — costo, latencia, privacidad, las razones de siempre — cuando le pedí a Qwen3.6-35B-A3B que me dibujara un pelícano en ASCII art. Lo que apareció en la terminal me hizo hacer un doble-take. Copié el prompt exacto...

Juan Torchia 15 hours ago

'I'm the lucky one' - more than one in three young men now live with their parents

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BBC News · World

'I'm the lucky one' - more than one in three young men now live with their parents

Last year, the highest proportion of men aged 20-34 were still living at home since at least 2007 as the rising cost of living takes hold.

15 hours ago

Starmer faces 'judgement day' and 'Breakthrough in the Strait'

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BBC News · World

Starmer faces 'judgement day' and 'Breakthrough in the Strait'

Pressure is building on Prime Minister Sir Keir Starmer as Lord Mandelson's vetting dominates Saturday's papers.

15 hours ago

I Built a Real-Time Notification System Inspired by Accra Traffic

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DEV Community · Technology

I Built a Real-Time Notification System Inspired by Accra Traffic

I want to start this with something that has nothing to do with code. If you've been in traffic in Accra, Ghana — specifically at one of those busy intersections with police officers manually directing — you've probably experienced this: one officer clears their side and cars start moving. But nobod...

Ebenezer Lamptey 15 hours ago

My weekly juggling act - being a teacher to other children and a mum to my own

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BBC News · World

My weekly juggling act - being a teacher to other children and a mum to my own

Many teachers say they struggle to balance the pressures of their job with the demands of being a parent.

15 hours ago

My weekly juggling act - being a teacher to other children and a mum to my own

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BBC News · World

My weekly juggling act - being a teacher to other children and a mum to my own

Many teachers say they struggle to balance the pressures of their job with the demands of being a parent.

15 hours ago

The Coachella campers taking their tents to the next extravagant level

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BBC News · World

The Coachella campers taking their tents to the next extravagant level

Campers are being judged for over-the-top tent set ups at this year's festival in California.

15 hours ago

Coachella campers are turning tents fancy - and not all Brits are happy

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BBC News · World

Coachella campers are turning tents fancy - and not all Brits are happy

Campers are being judged for over-the-top tent set ups at this year's festival in California.

15 hours ago

Endangered British dishes - and the home cooks reviving them

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BBC News · World

Endangered British dishes - and the home cooks reviving them

Carrageen pudding and Staffordshire clangers might no longer be household staples, but some home chefs are bringing them back.

15 hours ago

Endangered British dishes - and the home cooks reviving them

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BBC News · World

Endangered British dishes - and the home cooks reviving them

Carrageen pudding and Staffordshire clangers might no longer be household staples, but some home chefs are bringing them back.

15 hours ago

I Built an App That Listens to Your Garden and Tells You What's Disappearing. 🌍

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DEV Community · Technology

I Built an App That Listens to Your Garden and Tells You What's Disappearing. 🌍

I Built an App That Listens to Your Garden and Tells You What's Disappearing 🌍 This is a submission for Weekend Challenge: Earth Day Edition What I Built I opened my window in London on a Thursday evening and just... listened. House sparrows. A robin somewhere in the distanc...

Tombri Bowei 15 hours ago

Orbán's era was over in a flash and Hungary's next PM is a man in a hurry

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BBC News · World

Orbán's era was over in a flash and Hungary's next PM is a man in a hurry

Péter Magyar and his Tisza party are wasting no time preparing for the transfer of power after their dramatic landslide victory.

15 hours ago

Inside smoky shelters, a fast-paced, illegal card game has taken off in Solomon Islands

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The Guardian · World

Inside smoky shelters, a fast-paced, illegal card game has taken off in Solomon Islands

Growing numbers in the capital Honiara are playing the street card game Pass for a chance of a big payout, while risking big lossesAs the school day ends in Honiara, *Irene, a 43-year-old teacher in a floral dress with a yellow daisy in her bun, steps on to a minibus.After 10 minutes, Irene gets off...

Edward Cavanough in Honiara 15 hours ago

This Compact HP Mini Desktop Is on Sale for Just $320 Right Now

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Lifehacker · Lifestyle

This Compact HP Mini Desktop Is on Sale for Just $320 Right Now

A compact refurbished PC with enough power for daily tasks.

Pradershika Sharma 15 hours ago

My Study Guide for the Microsoft Certified Azure Databricks Data Engineer Associate Beta Exam

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DEV Community · Technology

My Study Guide for the Microsoft Certified Azure Databricks Data Engineer Associate Beta Exam

My study guide for the Microsoft Certified Azure Databricks Data Engineer Associate beta If you are preparing for the Microsoft Certified Azure Databricks Data Engineer Associate beta, this guide is for you. I wanted to put together something more useful than a surface level checklist. My...

Renaldi 15 hours ago

TELMED AI DOCTOR

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DEV Community · Technology

TELMED AI DOCTOR

Liquid syntax error: Tag '{% https://github.com/CMARV7/telmed-ai-doctor %}' was not properly terminated with regexp: /\%\}/

Marvelous Chinwendu 15 hours ago

How to Host a Blog on a Subdirectory Instead of a Subdomain

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Hacker News · Technology

How to Host a Blog on a Subdirectory Instead of a Subdomain

Article URL: https://www.davidma.org/blog/2025-11-14-host-your-blog-on-a-subdirectory/ Comments URL: https://news.ycombinator.com/item?id=47811442 Points: 7 # Comments: 4

taikon 15 hours ago

NFL reporter rescues man from car hours after resigning amid investigation

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The Guardian · World

NFL reporter rescues man from car hours after resigning amid investigation

Dianna Russini, who was photographed with Patriots coach Mike Vrabel, climbed on to Jeep to pull out man and dogA day after resigning from the Athletic amid an internal investigation into photos of her and New England Patriots coach Mike Vrabel, the NFL reporter Dianna Russini rescued an older man a...

Ramon Antonio Vargas 15 hours ago

SOLID's Packaging Principles Are Jointly Unsatisfiable

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DEV Community · Technology

SOLID's Packaging Principles Are Jointly Unsatisfiable

If you know a software architect, a professor who teaches SOLID or packaging principles, or anyone who takes design principles seriously — I'd appreciate you sharing this with them. The argument needs to be challenged by practitioners and researchers alike. A companion paper showed that ISP is a...

Yannick Loth 16 hours ago

Per-page OG images on an Astro site, without the SaaS

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DEV Community · Technology

Per-page OG images on an Astro site, without the SaaS

Every page on dacforge.com now has its own Open Graph image. The services hub has one image. Each of the ten service pages has its own. Each blog post has its own. The about page, the privacy page, and every other public URL on the site has a distinct card that shows up when someone pastes the link...

DacForge 16 hours ago

Sam Altman’s project World looks to scale its human verification empire. First stop: Tinder.

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TechCrunch · Technology

Sam Altman’s project World looks to scale its human verification empire. First stop: Tinder.

World, which has raised eyebrows (but also a lot of interest) with its Orb-centered anonymous verification project, is looking to expand its influence via a bevy of new partnerships.

Lucas Ropek 16 hours ago

I Built a Tool That Shows Why Your Resume Gets Rejected (And It Hurt to Test It on Mine)

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DEV Community · Technology

I Built a Tool That Shows Why Your Resume Gets Rejected (And It Hurt to Test It on Mine)

I kept thinking my resume was solid. Good experience. Decent structure. Relevant skills. But I wasn’t getting responses. So I tried something different — I did a line-by-line comparison between my resume and job descriptions. That alone exposed a lot: Missing keywords I assumed were obvious Wea...

Vikesh 16 hours ago

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