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Annot8

Annot8

The fastest way to tag images for object detection datasets

Overview

What it is

I built Annot8 because I thought current options for labeling object detection datasets were way too slow. With drag-and-drop uploads, hot-keys, instant export, it’s now much faster. If you're training vision models, I seriously think it'll save you time

Intent

I need it when

Export annotated image metadata in a format ready for machine learning frameworks

Annot8 exports all annotations to clean CSV files with a single click, eliminating manual data formatting and enabling direct integration with object detection model training pipelines

Streamline the image annotation process with an intuitive interface

The app provides a precision-focused, intuitive interface designed specifically for meticulous image marking, reducing the learning curve and annotation errors compared to generic image editors

Label large batches of images with consistent, project-specific tags

The app supports batch processing of entire image folders with a flexible tagging system that adapts to project requirements, allowing users to apply consistent labels across hundreds of images in one workflow

Prepare training data for object detection machine learning models quickly

Annot8 enables bulk image upload via drag-and-drop, customizable tagging, and direct CSV export optimized for ML pipelines, reducing manual data preparation time from hours to minutes

Drop

Not a fit when

  • User needs to annotate video frames or temporal sequences; Annot8 is designed for static image annotation only
  • User requires collaborative multi-user annotation workflows; the app appears to be single-user focused
  • User needs advanced annotation formats beyond bounding boxes and tags; Annot8 supports basic object detection tagging
  • User works on non-Mac platforms; Annot8 is Mac-only and requires macOS 14.0 or later
  • User needs real-time cloud synchronization or backup; the app exports to local CSV files without cloud integration mentioned
Commercials

Pricing

USD1.99 / lifetime View pricing