Amir2000 Image Automation V1.0: From Workflow to ML Foundation
Amir2000 Image Automation V1.0 is a review gated local first workflow with metadata quality proof, bounded repair, and structured evidence for future ML work.
Read the storyThe stories behind the photographs
Between the Shutter
and the Silence.
Places, details and moments that ask for a closer look.
Photo stories by Amir Darzi.
7 stories · Photography Tools
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From pipeline to production workflow update | amir2000.nl
Production update with Multi Set batching, Ollama GPU startup visibility, safer Generate retries, classifier-assisted metadata, and full docs on amir2000.com.
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Amir2000 Image Automation update: staging, review, and clean releases
A focused update on Amir2000 Image Automation with Multi Set batching, a staging first flow, smoother review behavior, and a clean GitHub release snapshot.
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Self Portrait at Ariel Sharon Park From RAW to Warm Morning
This self portrait was made at 11 am in Ariel Sharon Park in Tel Aviv, using no tripod and a simple bench setup. I start with the RAW file, build a clean base i
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From folder to gallery in one flow
In my last posts I shared how a small set of scripts grew into a working photo pipeline for renaming, resizing, watermarking, metadata and upload. Since then
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A Smarter System, A Clearer Focus
Step 1: From Selection to ScoringNot long ago, I shared a behind-the-scenes look at my photography automation system a pipeline I built to streamline my publi
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Building My Own Photography Automation System – From File to Website
📸 As a photographer, I spend a lot of time working with images, not just capturing them, but organizing, resizing, naming, watermarking, captioning, keywording
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