AgML is a centralized framework for agricultural machine learning. 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.
☆286Jun 15, 2026Updated 2 weeks ago
Alternatives and similar repositories for AgML
Users that are interested in AgML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open source code for the paper Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection☆17Aug 24, 2024Updated last year
- A deformable CNN model that accepts multiple sensor inputs and predicts multiple continuous plant trait outputs. SOTA on the 2021 Autonom…☆11Jun 30, 2022Updated 4 years ago
- ☆11Mar 31, 2025Updated last year
- [WACV 2023] Information and scripts for the CropAndWeed Dataset☆121Apr 22, 2023Updated 3 years ago
- The soil mate app provides a simple and convenient way to collect soil data at sample locations in the field. The Soil Mate app is target…☆24Apr 5, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Collating all open-source datasets, software tools and deployment platforms related to open-source agriculture.☆53Jun 5, 2026Updated 3 weeks ago
- FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability☆875Jul 28, 2025Updated 11 months ago
- ☆17Sep 28, 2021Updated 4 years ago
- An open-source, low-cost, image-based weed detection device for in-crop and fallow scenarios.☆473Jun 17, 2026Updated 2 weeks ago
- CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardi…☆50Jun 26, 2026Updated last week
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆185Nov 21, 2023Updated 2 years ago
- Deep Learning-based Early Weed Segmentation using Motion Blurred UAV Images of Sorghum Fields☆25Jul 24, 2023Updated 2 years ago
- ☆26Dec 10, 2025Updated 6 months ago
- CRAN Task View: Agricultural Science☆32Jun 15, 2026Updated 2 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Diffusion models in weed recognition☆24Sep 24, 2022Updated 3 years ago
- Baselines of the PhenoBench Dataset☆33Jan 23, 2024Updated 2 years ago
- ☆19Oct 5, 2023Updated 2 years ago
- StyleGAN-based generation of labels for crop-weed segmentation☆14May 11, 2024Updated 2 years ago
- AIFS simulator for flight in agricultural environment. Based on code from HiPeRLab, Helios and AirSim☆25Jan 4, 2025Updated last year
- Daily Paper Reading☆23Jan 17, 2026Updated 5 months ago
- Official Repository for CWD30 Dataset☆43Jun 9, 2025Updated last year
- GANs in Smart Agriculture☆45Mar 12, 2025Updated last year
- The Helios simulation system is a versatile modeling framework that handles tasks such as managing geometry and associated data structure…☆95Jun 26, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Crop/Weed Field Image Dataset☆158Apr 20, 2015Updated 11 years ago
- ☆31Mar 3, 2024Updated 2 years ago
- Open datasets for training and benchmarking AI and robotic systems in agriculture and off-road environments☆93Jun 11, 2026Updated 3 weeks ago
- Web-interface to the Biofuel Ecophysiological Traits and Yields Database (used by PEcAn and TERRA REF)☆19Apr 1, 2026Updated 3 months ago
- Python library for Smart Farming data and modelling. Enables reading of ISOBUS task files, EO data from SentinelHub and interfacing APSIM…☆27Jun 13, 2026Updated 3 weeks ago
- A curated list of the best Vegetation Index papers by category☆84Mar 9, 2023Updated 3 years ago
- ☆34Jan 17, 2022Updated 4 years ago
- Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.☆140Sep 26, 2020Updated 5 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆164Aug 10, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- PhenoBench Development Kit☆34Jul 28, 2023Updated 2 years ago
- ☆26Jun 17, 2026Updated 2 weeks ago
- Plant phenotyping with image analysis☆802Jun 26, 2026Updated last week
- The notebooks show our modest contribution to the Deep Learning community interested in Precision Agriculture problems.☆19Mar 15, 2024Updated 2 years ago
- Python module for Healthy 🍃 and Senescent 🍂 Vegetation Image Segmentation☆23May 14, 2025Updated last year
- A family of foundational models tailored for wheat image tasks, producing universal features suitable for image-level tasks (classificati…☆53Sep 15, 2025Updated 9 months ago
- [CVPR 2020 & 2021 & 2022 & 2023] Agriculture-Vision Dataset, Prize Challenge and Workshop: A joint effort with many great collaborators t…☆258Jul 27, 2024Updated last year