๐Ÿšจ Update! My photo automation system just got a major upgrade.

โ€ข ML-based scoring (NIMA, sharpness, contrast)
โ€ข Metadata editing
โ€ข Syncs instantly to site
โ€ข Full logging

๐Ÿ“ Blog: https://www.amir2000.nl/blog/photography-automation-major-update

๐Ÿ“– Prev: https://www.amir2000.nl/blog/photography-automation-pipeline-amir2000

๐Ÿ”ฎ Coming next: a smart ML model that learns from my edits โ€” for better scoring, smarter naming & captions.

#PhotographyAutomation #PythonProject #ImageWorkflow #MLScoring #amir2000nl #PhotographyTech #AMIR2000NLPhotography

A Smarter System, A Clearer Focus

Step 1: From Selection to Scoring Not long ago, I shared a behind-the-scenes look at my photography automation system โ€” a pipeline I built to strea

๐Ÿš€ Just launched the biggest technical upgrade to my photography site
Managing over +32k photos manually wasnโ€™t scalable
So, I built my own automation system from scratch using Python, SQL, and a custom publishing pipeline.
๐Ÿ“ธ Built by a photographer, for photographers.
๐Ÿงฉ Hereโ€™s a behind-the-scenes look at how it works ๐Ÿ‘‡
๐Ÿ“– Full blog post:
๐Ÿ‘‰ https://www.amir2000.nl/blog/photography-automation-pipeline-amir2000

#photographyautomation #pythonproject #customworkflow #photographyworkflow #imageprocessing #photographertools #AMIR2000NLPhotography

Building My Own Photography Automation System โ€“ From File to Website

๐Ÿ“ธ As a photographer, I spend a lot of time working with images โ€” not just capturing them, but organizing, resizing, naming, watermarking, caption