---
title: README
emoji: 🌿
colorFrom: green
colorTo: blue
sdk: static
pinned: false
license: apache-2.0
short_description: An Open-Source Initiative for AI in Agriculture
---

##  🌿 AgriVision

The **AgriVision** is a dedicated group for Research in Agriculture, We utilizes `Computer Vision` and `Deep Learning` for solving problems in agricultural field, such as leaf annotation, labelling, detection, segmentation, classification, etc. 
We provide resources and tools for researchers to explore and apply **Computer Vision** and **Image processing techniques** for advancing plant science.  

## Common classical problems we handle  

- **Segmentation Masks** – Generate binary or multi-class masks for plant structures  
- **Annotations** – Add and manage precise annotation/bounding box 
- **Image Processing** – Perform preprocessing tasks such as cropping, resizing, and filtering  
- **Plant-Type Labeling** – Classify and organize images by species (e.g., basil, tomato, etc.)

> We utilizes pretrained models, tools like CVAT, and platforms like Roboflow for ease in solving problems.

## Mission  
To empower the plant pathology community with accessible, reliable, and standardized **image processing techniques**, enabling faster research, improved dataset quality, and better insights into plant health.  

## Vision  
A collaborative platform that bridges the gap between **plant health** and **computer vision**, fostering innovation in agriculture, sustainability, and plant sciences.

## Get Involved & Collaborate
We are an open group and welcome collaboration from anyone passionate about AI in agriculture.
* **Contribute to Datasets:** Help us annotate and expand our public datasets.
* **Develop Models:** Share your notebooks and train new models on our data.
* **Provide Feedback:** Use our models and tools, and provide feedback to help us improve.

Feel free to open an issue in our project repositories or start a discussion to share your ideas!

---

## Citing Our Work
If you use any of our datasets, models, or code in your research, please consider citing us:

```bibtex
@misc{agrivision_2025,
  author    = {AgriVision Community},
  title     = {AgriVision: An Open-Source Initiative for AI in Agriculture},
  year      = {2025},
  publisher = {Hugging Face},
  journal   = {Hugging Face repository}
}
```