Open Sustainable Technology

A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

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Photovoltaic_Fault_Detector

Model-definition is a deep learning application for fault detection in photovoltaic plants.

deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 03 Dec 2023 - Ranking: 5.5

AgML

Provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data

Consumption - Agriculture and Nutrition - Last synced: 02 Dec 2023 - Ranking: 8.0

TACO

Trash Annotations in Context Dataset Toolkit.

dataset deep-learning garbage litter mask-rcnn object-detection trash

Industrial Ecology - Circular Economy and Waste - Last synced: 02 Dec 2023 - Ranking: 7.4

Detect waste

Detecting plastic waste in the environment to combat environmental pollution and promote circular economy.

cnn deep-learning detr efficientdet fastrcnn litter maskrcnn neural-networks object-detection python pytorch trash waste-detection

Industrial Ecology - Circular Economy and Waste - Last synced: 02 Dec 2023 - Ranking: 7.5

EcoAssist

An open-source application designed to streamline the work of ecologists dealing with camera trap images.

annotation-tool cameratraps conservation deploy ecology linux machine-learning macos megadetector object-detection python train windows yolov5

Biosphere - Terrestrial Animals - Last synced: 02 Dec 2023 - Ranking: 6.5

Pyrovision

Computer vision library for wildfire detection.

computer-vision deep-learning image-classification keypoint-detection object-detection python pytorch wildfire

Biosphere - Wildfire - Last synced: 01 Dec 2023 - Ranking: 6.3

KSO

The Koster Seafloor Observatory is an open-source, citizen science and machine learning approach to analyse subsea movies.

citizen-science deep-learning marine-protected-areas object-detection

Biosphere - Marine Life and Fishery - Last synced: 30 Nov 2023 - Ranking: 5.8