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Rebeauty Atlas는 AI·디자인·마케팅·경제·의료 등 다양한 주제의 Medium 아티클을 수집해 태그·트랙·위키·인사이트로 탐색할 수 있게 정리한 리서치 아카이브입니다.

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Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

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Articles · Wiki · Insights · Tags 섹션으로 구성되어 있으며, PHP MVC · MySQL · shadcn-style UI · Wiki via keyword rules 로 만들어졌습니다.

Articles · Rebeauty Atlas

HUM AI

AL Alex Voss

Can You Pre-Label Images Locally? | AnnotateIt

AnnotateIt/ Can you pre-label a computer vision dataset locally without sending a single image to the cloud?

Aug 14, 2026 · 10 min read · 0 claps #computer-vision #machine-learning #edge-ai

AI

DR Drraghavendra · CodeToDeploy

Navigating the Local AI Stack: A Developer’s Guide to Ollama, LM Studio, llama.cpp,

Introduction:

Aug 11, 2026 · 5 min read · 0 claps #ollama #lm-studio #hugging-face

Navigating the Local AI Stack: A Developer’s Guide to Ollama, LM Studio, llama.cpp,

SPT MKT AI

DT DT Engineering · DT Engineering Blog

ONNX at Auction Speed: Part 2 — Building the Pipeline for Real-Time Bidding

by Gabriel Gurvich, Julia Stachowiak, Ron Elias, Yuval Eckstein

Aug 03, 2026 · 17 min read · 0 claps #mlops #onnx #ml-model-deployment

ONNX at Auction Speed: Part 2 — Building the Pipeline for Real-Time Bidding

AI

DT DT Engineering · DT Engineering Blog

ONNX at Auction Speed: Part 1 — Why We Rebuilt Our Bidding Pipeline Around One File

by Gabriel Gurvich, Julia Stachowiak, Ron Elias, Yuval Eckstein

Aug 02, 2026 · 5 min read · 0 claps #mlops #adtech #onnx

ONNX at Auction Speed: Part 1 — Why We Rebuilt Our Bidding Pipeline Around One File

TCH GEN AI

BH Bhargava Koya - Fullstack .NET Developer

Run ONNX Models in .NET: Embeddings and Small Local Models Without Azure

The problem

Jul 30, 2026 · 15 min read · 3 claps paywalled #onnx #dotnet #csharp

Run ONNX Models in .NET: Embeddings and Small Local Models Without Azure

AI HUM

CA Carlo C.

I Built a Vulkan Inference Engine in Rust — 8.9× Faster, Zero Native Binaries

Pure-Rust Vulkan inference for ONNX models — measured on 7 models, honest about where it loses

Jul 28, 2026 · 1 min read · 80 claps #rust #vulkan #onnx

I Built a Vulkan Inference Engine in Rust — 8.9× Faster, Zero Native Binaries

AI HUM TCH

PR Praveen

Building QueryClassifier: A Lightweight Router for Smarter LLM Applications

Large language models are becoming the default interface for modern applications. Whether it’s a chatbot, coding assistant, customer…

Jul 26, 2026 · 3 min read · 0 claps #artificial-intelligence #machine-learning #python

Building QueryClassifier: A Lightweight Router for Smarter LLM Applications

AI DSN TCH

AD Aditya Sharma

I Always Wanted to Know How Face Recognition Actually Works — So I Built a working Prototype

A beginner-to-intermediate developer’s tour of detection, alignment, embeddings, and matching — with the models industry uses and small…

Jul 19, 2026 · 9 min read · 2 claps paywalled #facerecognitiontechnology #onnx #arcface

I Always Wanted to Know How Face Recognition Actually Works — So I Built a working Prototype

AI TCH GEN

AH Ahmed Sayed

I Built a Free AI Bouncer for VLC (No Cloud, No Creepy Surveillance)

Or: How I stopped accidentally watching things I didn’t want to see on a big screen at 2 AM

Jul 17, 2026 · 5 min read · 3 claps #ai #computer-vision #privacy

I Built a Free AI Bouncer for VLC (No Cloud, No Creepy Surveillance)

AI

SH Shad Adman · Dev Genius

Learn about ‘Edge AI’ like a child

Artificial Intelligence has become part of our everyday lives, and many AI features send your data to the internet for processing. That’s…

Jul 15, 2026 · 5 min read · 0 claps #edge-ai #tflite #pytorch

HUM AI ECO

SU Subhosri Basu

Why Pickle Is a Poor Choice for Saving ML Models

A practical guide to saving models safely and securely

Jul 02, 2026 · 2 min read · 0 claps #python #machine-learning #deployment

AI SPT

CR CRAZYELON

From 90 Seconds to 1.4 Seconds: Running Apple’s FastVLM on CPU

How I built a full multimodal vision-language inference pipeline — entirely on CPU — from scratch.

Jun 28, 2026 · 14 min read · 0 claps #fastvlm #onnx #gguf

From 90 Seconds to 1.4 Seconds: Running Apple’s FastVLM on CPU

ART

AS Aswin Chandrasekaran · Artificial Intelligence in Plain English

Training a wake-word model that actually works on your phone

What I learned shipping “Hey Bubba” — five model architectures, two training pipelines, three subtle deployment bugs, and the lesson I…

May 27, 2026 · 9 min read · 5 claps #speech-recognition #wake-word #onnx

Training a wake-word model that actually works on your phone

HUM AI

DA David Redó

DLPack: The Tensor Protocol You’re Already Using

We talk about PyTorch, TensorFlow, ONNX and CuPy like they’re separate countries, each with its own borders, its own memory, its own way of…

May 24, 2026 · 3 min read · 50 claps #pytorch #interoperability #deep-learning

DLPack: The Tensor Protocol You’re Already Using

AI

BH Bhargava Koya - Fullstack .NET Developer

Run Phi Models Locally in C#: Ollama vs ONNX vs Foundry Local

The Problem

May 22, 2026 · 17 min read · 0 claps #phi #ollama #onnx

Run Phi Models Locally in C#: Ollama vs ONNX vs Foundry Local

AI HUM

TR Triptiarora

The AI Format That Nobody Talks About (But Everybody Uses)

The secret infrastructure behind Bing, Office 365, Windows Hello, and 20 billion daily inferences

May 09, 2026 · 10 min read · 8 claps #artificial-intelligence #onnx #mlops

AI

AN Andrei Potapkin · Bumble Tech

Why 100% GPU Util Wasn’t Enough

A practical loop for optimizing GPU inference without guessing

May 01, 2026 · 9 min read · 104 claps #gpu #optimization #nvidia-nsight-systems

HUM MDA AI

HA Halil Alpak

Pekiştirmeli Öğrenme (RL) ve Görüntü İşleme ile Ajan Eğitimi

Pekiştirmeli Öğrenme (Reinforcement Learning — RL), bir yapay zekanın (AI) veya ajanın, deneme yanılma yoluyla çevresinden aldığı geri…

May 01, 2026 · 7 min read · 0 claps #reinforcement-learning #python #onnx

Pekiştirmeli Öğrenme (RL) ve Görüntü İşleme ile Ajan Eğitimi

AI

AV AV

AI Models Analyzer

After seeing the cool feature Huggingface has on exposing the GGUF models metadata, I’ve realized that it would be cool to have the same…

Apr 28, 2026 · 1 min read · 0 claps #ai #large-language-models #gguf

AI SPT

CA Carlos Martínez

No Python, No Problem: Model Inference with ONNX in Java

We built a microservices platform on Spring Boot running 40+ services ingesting documents into Milvus for semantic search. Everything was…

Apr 23, 2026 · 6 min read · 2 claps #python #java #llm-inference

SPR HUM AI

YU Yucel Aytac Akgun

The Universal Language of AI: Liberating Models with ONNX

At the beginning of my deep learning journey, everything was crystal clear and simple. I would connect to shared servers, train my heavy…

Apr 22, 2026 · 4 min read · 3 claps #onnx #onnx-runtime #pytorch

The Universal Language of AI: Liberating Models with ONNX

MDA AI

YU Yucel Aytac Akgun

Yapay Zekanın Evrensel Dili: ONNX ile Modelleri Özgürleştirmek

Derin öğrenme serüvenimin başlarında her şey benim için çok net ve basitti. Paylaşımlı sunuculara bağlanır, PyTorch ile o ağır bilgisayarlı…

Apr 22, 2026 · 4 min read · 1 claps #onnx #onnx-runtime #pytorch

Yapay Zekanın Evrensel Dili: ONNX ile Modelleri Özgürleştirmek

AI SPT

DA Daniela Pavlenco · Oracle Developers

Building ONNX Embedding Workflows in Oracle AI Database with Python

A practical guide to importing an ONNX embedding model, generating embeddings, and running semantic search in Oracle AI Database

Apr 17, 2026 · 10 min read · 6 claps #ai #embedding #oracle-database

Building ONNX Embedding Workflows in Oracle AI Database with Python

AI

YI Yiğit Demirbağ

ONNX Nedir? Model Nasıl Hızlandırılır?

Bir yapay zeka modeli geliştirmek işin başlangıç kısmıdır. Bir diğer zorluk, geliştirilen bir modelin PyTorch veya TensorFlow ortamından…

Apr 15, 2026 · 3 min read · 100 claps #onnx #onnx-runtime #yolov26

TCH HUM AI SPT

RA Rakesh Raushan

Why your ONNX process holds onto gigabytes of memory after inference and what to do about it

I recently noticed something odd while running ONNX inference locally.

Apr 15, 2026 · 8 min read · 1 claps paywalled #machine-learning #mlops #onnx

Why your ONNX process holds onto gigabytes of memory after inference and what to do about it

HUM AI TCH

GA gaeng2y

[CoreML] 간단한 정리와 ONNX에 대해

ONNX -> CoreML

Mar 03, 2026 · 5 min read · 0 claps #swift #ios #coreml

SCI AI TCH

MU Muhammad Atta Ur Rehman

TensorFlow.js

It’s March 2026, and the “Cloud AI” honeymoon is officially over. Don’t get me wrong — server-side inference is still great for massive…

Mar 01, 2026 · 5 min read · 1 claps #tensorflowjs #transformers #onnx

AI

MA Maurizio Farina

Local.AI: llama.cpp, Transformers and Transformer.js

A consolidation of the open‑source inference stack under one organizational umbrella

Feb 24, 2026 · 3 min read · 4 claps paywalled #ai #hugging-face #ggml

Local.AI: llama.cpp, Transformers and Transformer.js

AI

NI Nil Seri

Inside the Web AI Revolution: On-Device ML, WebGPU, and Real-World Deployments

Client-Side AI Systems: Integrating WebGPU, ONNX, MediaPipe, and Built-In Browser Models

Feb 15, 2026 · 25 min read · 6 claps #ai-web #webgpu #webassembly

Inside the Web AI Revolution: On-Device ML, WebGPU, and Real-World Deployments

AI TCH SPT

MA Maurizio Farina · Software as a Post

Building a Private AI Translator with WebGPU and Transformers.js

How I built a fully private, local AI translator running directly in the browser

Feb 07, 2026 · 5 min read · 0 claps #transformers #onnx #translators

Building a Private AI Translator with WebGPU and Transformers.js

TCH AI

HA Halil Alpak

Görüntü İşleme Modellerini Gerçek Dünyada Kullanmak

Görüntü işleme modelleri .pt(PyTorch) formatında kaydedilir. Ancak pt doğrudan Mobil uygulamalarda ve Raspberry Pi kullanımında verimli…

Jan 26, 2026 · 5 min read · 4 claps #yolo #opencv #onnx

Görüntü İşleme Modellerini Gerçek Dünyada Kullanmak

AI

AL Alex Zhang

✅ Convert AI Models to DeepX Format and Validate Accuracy in 3 Simple Steps

A framework-agnostic workflow for any model, any hardware

Oct 16, 2025 · 3 min read · 0 claps #yolo #deepx #onnx

✅ Convert AI Models to DeepX Format and Validate Accuracy in 3 Simple Steps

AI

CL Claudia Yao

From PyTorch to ONNX: How Performance and Accuracy Compare

Part 1: Performance and Accuracy Comparison of PyTorch Models Using Torch-TensorRT Acceleration

Oct 04, 2025 · 9 min read · 228 claps #onnx #onnx-runtime #pytorch

From PyTorch to ONNX: How Performance and Accuracy Compare

TCH HUM AI

KU kumar utkarsh

GSoC 2025: Week 1–2

Week 1: Incorporating DAGNetwork into ONNX-mlpack

Jun 20, 2025 · 2 min read · 0 claps #onnx #mobilenet #machine-learning

AI

DE Dean.Du

The Model Conversion Journey: From PyTorch to ONNX and RKNN

There are several challenges when deploying a sentiment analysis model for certain applications. Due to hardware limitations, such as the…

Feb 25, 2025 · 2 min read · 0 claps #rknn #onnx #pytorch

The Model Conversion Journey: From PyTorch to ONNX and RKNN

AI

PO Poorna Chathuranjana

PyTorch to Quantized ONNX Model

Did you find that your model is too large to be deployed on the cloud service you want? Or did you find the frameworks like TensorFlow and…

Sep 22, 2023 · 6 min read · 187 claps #pytorch #onnx #onnx-runtime