tryolabs/luminoth

Health v2 · maintenance only

Adoption not part of the score

2402 stars · 391 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Luminoth is an open-source Python toolkit for computer vision built on TensorFlow and Sonnet, focused on object detection with Faster R-CNN and SSD models. It provides a CLI ('lumi') for training, evaluating, and running predictions with pre-trained checkpoints, but is no longer maintained.

Use cases

• detect objects in images with faster rcnn
• train a custom object detection model in python
• run pretrained object detection on my photos
• tensorflow object detection toolkit
• ssd object detection inference
• train object detector on google cloud ml engine

When to choose

• you need a simple Python CLI for Faster R-CNN or SSD object detection on legacy TensorFlow 1.x setups
• you want to study or fork a readable object detection implementation

When to avoid

• starting a new project - the project is officially unmaintained; use Detectron2 or similar instead
• you need modern models like Mask R-CNN, RetinaNet, or YOLO
• you use TensorFlow 2.x or recent Python versions

Facets

library · maturity abandoned

machine-learning deep-learning computer-vision image-processing cli computer-vision deep-learning machine-learning python object-detection faster-rcnn ssd tensorflow sonnet pretrained-models unmaintained linux macos gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="tryolabs/luminoth")