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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TrapTagger
AI-Powered Camera-Trap Imagery Processing.
camera-traps computer-vision conservation machine-learning wildlife
Biosphere - Terrestrial Animals - Last synced: 11 May 2024 - Ranking: 4.7
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: 11 May 2024 - Ranking: -Infinity
deep-smoke-machine
Deep learning models and dataset for recognizing industrial smoke emissions.
air-quality citizen-science computer-vision deep-learning machine-learning neural-network python pytorch smoke smoke-recognition
Emissions - Emission Observation and Modeling - Last synced: 11 May 2024 - Ranking: 5.4
Pyrovision
Computer vision library for wildfire detection.
computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire
Biosphere - Wildfire - Last synced: 11 May 2024 - Ranking: 10.2
btp-ai-sustainability-bootcamp
Showcasing SAP partners how to add Intelligence and Sustainability into your industry cloud solutions on SAP Business Technology Platform.
computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability
Consumption - Production and Industry - Last synced: 11 May 2024 - Ranking: 6.5
Planet Snowcover
A project that pairs airborne lidar and Planet Labs satellite imagery with cutting-edge computer vision techniques to identify snow-covered area at unprecedented spatial and temporal resolutions.
cloud-native computer-vision planet-labs
Cryosphere - Snow and Permafrost - Last synced: 11 May 2024 - Ranking: 4.4
elpv-dataset
A dataset of functional and defective solar cells extracted from EL images of solar modules.
computer-vision machine-learning photovoltaic solar-cells solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 11 May 2024 - Ranking: 5.3
PV4GER
Aims at democratizing and accelerating the access to photovoltaic systems data in Germany and beyond.
ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 11 May 2024 - Ranking: 5.3
pyOpenRiverCam
Surface velocity, object tracking, and river flow measurements in an open-source API.
computer-vision hydrology hydrometry velocimetry
Hydrosphere - Freshwater and Hydrology - Last synced: 11 May 2024 - Ranking: 11.8
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: 11 May 2024 - Ranking: 9.7
MegaDetector
Deep learning tools that accelerate the review of motion-triggered wildlife camera images.
camera-traps computer-vision conservation machine-learning megadetector pytorch pytorch-wildlife wildlife
Biosphere - Terrestrial Animals - Last synced: 11 May 2024 - Ranking: 18.3
