robot-flow-labs
anima-thermal-synthetic
ANIMA Thermal Synthetic Dataset
See Through Fog, Rain, Smoke, and Total Darkness
27GB | 30,781 paired RGB-to-Thermal images | Production-ready
Built by Robot Flow Labs / AIFLOW LABS LIMITED
Part of the ANIMA Perception Suite — 96 AI modules for robotics
The Problem
Thermal cameras see what RGB cameras cannot: through fog, rain, smoke, and complete darkness. But thermal training data is scarce and expensive:
Radiometric thermal cameras cost $5… See the full description on the dataset page: https://huggingface.co/datasets/robotflowlabs/anima-thermal-synthetic.nighthawk-mega
Nighthawk Mega — 1.72M Captioned UAV Aerial Images Across 6 Conditions
Every drone image, in every condition, fully captioned. The first dataset of its kind.
1,718,541 captioned images · 5 synthesized adverse conditions · 1.4M YOLO labels · 5 trained translation models · One reproducible pipeline.
Same drone, six modalities: original RGB, night, dusk, fog, rain, thermal — every image captioned.
Why this exists
UAV computer vision has a deployment problem.
Models… See the full description on the dataset page: https://huggingface.co/datasets/robotflowlabs/nighthawk-mega.