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Serving WeVisOne-VL-4B: two engines, two copies of the weights, one chess piece apart

Serving WeVisOne-VL-4B: two engines, two copies of the weights, one chess piece apart

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5 min read
Will This Selfie Make a Good Malfoid AI Portrait? A Pre-Upload Photo Checker in Python (Face Count, Size, Sharpness, Exposure)

Will This Selfie Make a Good Malfoid AI Portrait? A Pre-Upload Photo Checker in Python (Face Count, Size, Sharpness, Exposure)

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8 min read
Trace-X, image forensics

Trace-X, image forensics

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2 min read
Why Does the Hair in My Malfoid AI Portrait Come Out Yellow or Grey Instead of Platinum? Colour in Image Pipelines, Plus a Script to Measure It

Why Does the Hair in My Malfoid AI Portrait Come Out Yellow or Grey Instead of Platinum? Colour in Image Pipelines, Plus a Script to Measure It

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8 min read
The Architecture of Generation: Understanding Diffusion Transformers (DiTs)

The Architecture of Generation: Understanding Diffusion Transformers (DiTs)

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2 min read
Why Does the Wrong Face Show Up in My Multi-Face Tiny Desk AI Video? Identity Bleed, Spot Mapping and a Pre-Upload Check

Why Does the Wrong Face Show Up in My Multi-Face Tiny Desk AI Video? Identity Bleed, Spot Mapping and a Pre-Upload Check

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8 min read
Turning a 5-minute talk into 7 images for an LLM: picking one sharp frame per scene

Turning a 5-minute talk into 7 images for an LLM: picking one sharp frame per scene

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4 min read
Why object detectors miss small objects in big photos, and how tiling fixes it

Why object detectors miss small objects in big photos, and how tiling fixes it

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3 min read
I wanted to 3D-print a fox an AI made from one picture. The fix was to stop looking for its surface

I wanted to 3D-print a fox an AI made from one picture. The fix was to stop looking for its surface

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6 min read
Reading a mobile game screen pixel by pixel

Reading a mobile game screen pixel by pixel

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2 min read
Building an ANPR Gate Pipeline: Triggers, Confidence and Events

Building an ANPR Gate Pipeline: Triggers, Confidence and Events

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2 min read
Rekognition ProvisionedThroughputExceededException: TPS limits and backoff that holds up

Rekognition ProvisionedThroughputExceededException: TPS limits and backoff that holds up

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6 min read
Fixing 'There are no faces in the image' in Rekognition SearchFacesByImage

Fixing 'There are no faces in the image' in Rekognition SearchFacesByImage

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7 min read
[Part 2] Your first steps in Computer Vision on AWS: training a custom CNN model

[Part 2] Your first steps in Computer Vision on AWS: training a custom CNN model

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7 min read
TensorRT Was Fast. My 1080p RTSP Pipeline Wasn't.

TensorRT Was Fast. My 1080p RTSP Pipeline Wasn't.

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5 min read
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