{"repo":"tlennon-ie/cull","free":true,"listed":false,"github":"https://github.com/tlennon-ie/cull","clone":"git clone https://github.com/tlennon-ie/cull.git","description":"The curation engine for AI image datasets.","language":"Python","stars":30,"topics":["captioning","classification","classification-general","gallery","image","image-classification","scraper"],"license":"MIT","category":"scrapers-browser-automation","readme_excerpt":"cull The curation engine for AI image datasets. Spin up a job per dataset, queue them, and let cull work down the list. What's new The user-acquisition wave landed a first-run wizard, a demo mode, a publishable preset marketplace, video-as-first-class-media, and a cost-aware cloud-vision fleet. Highlights: - First-run wizard + demo mode. A fresh install lands on a guided flow that names the first job, picks a preset, and verifies at least one scraper + one vision worker before the pipeline turns on. Not ready to hook up scrapers? python tools/seed demo data.py seeds synthetic queue/sorted rows so the dashboard shows real numbers before you configure anything. - Preset marketplace + community presets + editable thumbnails + git-based Publish. The Presets tab now has a dedicated editor detail view, a comparison grid of built-in starters, a community strip that browses presets/community/ .preset.json , and drag-and-drop thumbnail upload per preset. Publish sends the preset (+ its thumbnail) to presets/community/ and commits+pushes to origin with git commit -o — your other working-tree edits stay uncommitted. Cleaner than the old Gist flow: no GitHub PAT required. - Video lane. yt-dlp scraper (YouTube, TikTok, X video, Reddit video, Vimeo, Bilibili) with per-job cookies + frame-level curation via a bundled ffmpeg (via imageio-ffmpeg , no OS install needed). Videos play inline in the gallery modal. When the video backend is missing the pipeline holds unclassifiable videos (does NO","default_branch":null,"files":null,"tree":[],"storefront":"/r/tlennon-ie","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tlennon-ie/cull/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}