{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: Supervised Machine Learning done right: looking beyond the labels","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/019002f7-1950-4a32-8d41-7df970cc538c","json_url":"https://onlylabs.fyi/signals/019002f7-1950-4a32-8d41-7df970cc538c/signal.json","generated_at":"2026-06-07T21:17:34.972717+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/019002f7-1950-4a32-8d41-7df970cc538c","signal_json":"https://onlylabs.fyi/signals/019002f7-1950-4a32-8d41-7df970cc538c/signal.json","source":"https://www.scaleway.com/en/blog/supervised-machine-learning-done-right-2/","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Scaleway published Supervised Machine Learning done right: looking beyond the labels. 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These additional labels are our focus today. While we are talking about this, I would like to show you how to go about annotating images or videos (whether by yourself or via a team of annotators) with the help of a new data annotation platform by Scaleway (a European cloud provider originating from France). This platform is called Smart Labeling and is currently available for free in Early Access (feel free to sign up here if you wish to use it). Smart Labeling Quickstart Once you create a free Scaleway account and get notified that you have been added to Smart Labeling’s Private Beta program, start by creating an object storage bucket and uploading the images that you want to have labeled into it . (Scaleway’s Object Storage has a generous free tier that includes 75 GB of storage and outgoing..."},"evidence_pages":[{"url":"https://www.scaleway.com/en/blog/supervised-machine-learning-done-right-2/","final_url":"https://www.scaleway.com/en/blog/supervised-machine-learning-done-right-2/","title":"Supervised Machine Learning done right: looking beyond the labels","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:17:34.972717+00:00","bytes":168425,"raw_path":"c36cdba8e69e6d6557fec7fc3cca1a34664f4b5d3d62e62becda9a51781cfc7a.html","content_hash":"59d1f5980e4586f57f3b7244d3c60610e8426bf6efd6c5ca029c9105c8af0752","excerpt_chars":1200,"truncated":true,"excerpt":"Supervised Machine Learning done right: looking beyond the labels Build • Olga Petrova • 03/11/21 • 10 min read In addition to the labels that are required to train your supervised machine learning model, in reality, there are often additional annotations that you’ll need to get the model to perform adequately in production and for the results to align with your business objectives. 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