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Unifying image inputs across three vision providers behind Bifrost

Elise Moreau2d ago • 4 min read

Unifying image inputs across three vision providers behind Bifrost

TL;DR: We run an automated visual QA step that scores generated product shots with vision LLMs from....

#computervision#llm#machinelearning#infrastructure

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The SDXL VAE overflow that decoded black images in fp16

Elise Moreau2d ago • 4 min read

The SDXL VAE overflow that decoded black images in fp16

TL;DR: The SDXL VAE decoder pushes activations past 65504, the max value fp16 can hold, so the last....

#pytorch#computervision#machinelearning#mlops

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I entered a competition to track objects in light you can't see

Alan Scott Encinas1d ago • 4 min read

I entered a competition to track objects in light you can't see

The first entry in a live builder's log. I'm competing in the Hyperspectral Object Tracking Challeng...

#machinelearning#computervision#kaggle#python

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LunarSite: An end-to-end ML pipeline for lunar south pole landing site selection

Alan Scott Encinas23h ago • 16 min read

LunarSite: An end-to-end ML pipeline for lunar south pole landing site selection

ALAN SCOTT ENCINAS CASE STUDY · LUNARSITE (FULL PIPELINE) LunarSite: An end-to-end ML pipeline for l...

#computervision#lunarexploration#machinelearning#spaceexploration

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Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

Marco RinaldiJun 17, 2026 • 4 min read

Keeping a client's VLM inference inside the EU with a self-hosted-first gateway

TL;DR: A German automotive client needed scene descriptions of our event-camera footage, but the raw...

#machinelearning#llm#infrastructure#computervision

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The seam our tiled upscaler left on every 4K product render

Elise Moreau6d ago • 4 min read

The seam our tiled upscaler left on every 4K product render

TL;DR: We tile high-res images through our upscaler because a full 4096×4096 pass blows past 24GB of...

#mlops#computervision#pytorch#machinelearning

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Using the channels-last memory format reduced the latency of our conversation backbone by 22%

Elise Moreau1d ago • 4 min read

Using the channels-last memory format reduced the latency of our conversation backbone by 22%

TL;DR: Switching our convolutional segmentation backbone to PyTorch's channels-last memory format cu...

#pytorch#computervision#machinelearning#mlops

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I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

Ryan HsuJun 18, 2026 • 3 min read

I Ran Five Small Multimodal Models on a Jetson. The Fastest One Was Not the Best Baseline.

I have been building WearEdge Pro, a wearable industrial edge AI runtime. Think of a frontline...

#ai#machinelearning#llm#computervision

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The Physics of Phone Cameras: Photons to Pixels

Doogal Simpson5d ago • 4 min read

The Physics of Phone Cameras: Photons to Pixels

Quick Answer: Your phone camera works by counting photons. When the shutter opens, microscopic pixel...

#hardware#computervision#engineering#mobiledevelopment

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LeoJulieta1d ago • 3 min read

AI Archaeology

Unlocking the Secrets of the Past: AI-Powered Archaeology with Computer Vision The...

#artificialintelligen#archaeology#computervision#english

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Florence-2 on DeepStream: One Vision Model for Detection, OCR & Captioning

Vishnu R Mohan3d ago • 2 min read

Florence-2 on DeepStream: One Vision Model for Detection, OCR & Captioning

Run Microsoft's Florence-2 live on video with NVIDIA DeepStream — detection, OCR, captioning and gro...

#computervision#machinelearning#nvidia#python

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How Computer Vision Is Revolutionizing Quality Control in Manufacturing

mehak gupta1d ago • 3 min read

How Computer Vision Is Revolutionizing Quality Control in Manufacturing

Quality control is very important in manufacturing. A single defect can cause problems like product....

#ai#programming#machinelearning#computervision

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CVCA - Computer Vision Code-Along series - S1E0 (Intro)

Levente Slajcho3d ago • 5 min read

CVCA - Computer Vision Code-Along series - S1E0 (Intro)

Motivation Let me start with a very short story. I did my first project involving...

#computervision#machinelearning#tensorflow#pytorch

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June 30 - Annotate the Right Data and Maximize Model Performance

Jimmy Guerrero6d ago • 1 min read

June 30 - Annotate the Right Data and Maximize Model Performance

Join us for a hands-on virtual session on June 30 to learn how to build a complete physical AI data....

#ai#agents#mcp#computervision

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Image Matting — Deep Dive + Problem: Compose Transformations

pixelbank devJun 17, 2026 • 6 min read

Image Matting — Deep Dive + Problem: Compose Transformations

A daily deep dive into cv topics, coding problems, and platform features from PixelBank. ...

#computervision#python#ai#tutorial

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Your Face or Your ID: Texas Wants Both Before You Download a Weather App

CaraComp4d ago • 3 min read

Your Face or Your ID: Texas Wants Both Before You Download a Weather App

Will biometric age gates become the new standard for app distribution? The legal battle over Texas....