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

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: 26 Apr 2025 - Ranking: 16.2

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: 26 Apr 2025 - Ranking: 11.5

PyTrx

Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.

glaciology image-classification oblique-imagery opencv optical-flow photogrammetry python3 template-matching time-lapse

Cryosphere - Glacier and Ice Sheets - Last synced: 26 Apr 2025 - Ranking: 10.0

trashnet

Dataset of images of trash. Torch-based CNN for garbage image classification.

convolutional-neural-networks dataset deep-learning garbage image-classification torch trash

Industrial Ecology - Circular Economy and Waste - Last synced: 26 Apr 2025 - Ranking: 6.5

BioTrove

A Large Curated Image Dataset Enabling AI for Biodiversity.

animals clip image-classification multimodal rare-species species taxonomy zero-shot-classification

Biosphere - Biodiversity Data Access and Management - Last synced: 26 Apr 2025 - Ranking: 5.8

Deep Waste

AI powered recycling app that classifies waste and promotes eco-friendly disposal with rewards.

community-project deep-learning eco-friendly enviroment flutter flutter-apps garbage-classification github hacktoberfest image-classification learn machine-learning open-source open-source-project pr-welcome recycle recycling student-vscode travis

Industrial Ecology - Circular Economy and Waste - Last synced: 26 Apr 2025 - Ranking: 4.0