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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VIAME
Video and Image Analytics for Marine Environments.
annotation-framework artificial-intelligence computer-vision conservation deep-learning ecology image-annotation image-processing machine-learning marine-biology object-detection oceanography open-source video-analysis video-analytics video-annotation video-search
Biosphere - Marine Life and Fishery - Last synced: 03 Dec 2023 - Ranking: 9.6
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
