Welcome! Organic Harvest Digital Inc. is excited to introduce our Machine Learning AgTech Model listing! We hope our list helps farmers, enthusiasts, and advocates to learn about the potential of the technology while providing modern tools that bring a valuable impact to everyone involved.
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| Model Name | Summary | Link | Technology Used | License Type |
|---|---|---|---|---|
| Hackefest 2024-PLANT DISEASE DETECTION | Farmers can promptly identify and treat diseased plants, thereby minimizing crop loss and increasing agricultural productivity | Model Link | Object Detection, Computer Vision | Unknown |
| Microsoft FarmVibes.AI | With FarmVibes.AI, you can develop rich geospatial insights for agriculture and sustainability. | Model Link | Various Models | MIT License |
| BERT for Agriculture Domain | A BERT-based language model further pre-trained from the checkpoint of SciBERT. | Model Link | Fill-Mask | Uknown |
| Different Types of Agriculture Dreambooth | Trained by gowri-39 following the "Build your own Gen AI model" session by NxtWave. | Model Link | Text-to-Image | creativeml-openrail-m |
| YOLOv8s Leaf Detection and Classification | The model is an object detection model based on the YOLO (You Only Look Once) framework. | Model Link | Image Clasification, Object Detection | Unknown |
| Tamato Leaf Classifier | Autogenerated by HuggingPics | Model Link | Image Clasification, Object Detection | Unknown |
| Leaf Disease Predictor | This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the leaf-images dataset. | Model Link | Image Clasification | apache-2.0 |
| Crop Analysis and Prediction | Crop Recommendation using Weather and Soil Content | Model Link | Multiclass Classification | Unknown |
| Global Wheat Detection Competition EDA | A Kaggle competition for detection of wheat spikes with computer vision | Model Link | Multiclass Classification | Unknown |
| Plant Pathology 2020 : EDA + Models | A Kaggle competition where contestants are challenged to diagnose plant diseases solely based on leaf images | Model Link | Image Classification | Unknown |