Popular GitHub Repositories for Auto Labeling

The Official PyTorch Implementation of DiscoBox.

? hCaptcha image label binary model factory (PyTorch Training, Cluster-based Auto Label Tools, Export ONNX model, ONNX model inference)

An open source python library for automated prediction engineering

HuaHuoLabel is a multifunctional AI data label tool, which supports data label of five computer vision tasks, including single-category classification, multi-category classification, semantic segmentation, object detection and instance segmentation. It can also do image editing, dataset management, auto-labeling, and pseudo label generation.

Promises and Pitfalls of Threshold-based Auto-labeling (NeurIPS 2023, Spotlight)

Awesome (Image/Video) Interactive Segmentation for Auto Labeling and Annotation

Pearls from Pebbles: Improved Confidence Functions for Auto-labeling (NeurIPS 2024)

Active Learning with Auto Labeling

Iterative Autolabeling