Resource centre

Datasets and data products we link to for research, extension, and model building. Where a provider charges a fee, we say so openly — lplate does not handle payments on this demo site.

• Poultry Excreta Dataset Curation

  dataset

  A curated dataset for poultry excreta analysis aimed at supporting disease detection and classification tasks in poultry farming.

  Free use

  https://github.com/dzinampini/poultry-excreta-dataset-curation

• Beans Leaf Disease Detection Model

  model

  A fine-tuned deep learning model for detecting diseases in bean leaves using computer vision techniques.

  Free use

  https://huggingface.co/dzinampini/beans-leaf-disease-detection

• Fine-tuned ViT for Poultry Excreta Classification

  model

  A Vision Transformer (ViT) model fine-tuned for classifying poultry excreta to support early disease detection in poultry systems.

  Free use

  https://huggingface.co/dzinampini/finetuned-vit-for-poultry-excreta-classification

• Web application for accessing the models and datasets

  channel

  A web application that provides access to the curated datasets and AI models for small-scale farmers in Zimbabwe, enabling them to leverage AI for improving agricultural practices.

  Limited free use

  https://lplate.co.zw

• Poultry excreta monitoring device

  hardware

  A hardware device designed for small-scale poultry farmers to monitor excreta conditions in real-time, providing data that can be analyzed using the AI models for early disease detection.

  $50/unit

  https://lplate.co.zw/monitoring-unit