# Computer Vision for Agriculture

From sprawling fields to granular plant-level imagery, machine learning datasets for agriculture can grow to petabytes of data. FiftyOne helps you find the exact samples you need for accurate model training, [smart annotation](/content/annotation/index.html), model evaluation, and more.

## Building better agriculture AI, faster

Leading agriculture teams rely on FiftyOne to build and scale visual AI systems across their full workflow; from data curation to [model evaluation](/content/evaluation/index.html). Move faster, improve model performance, and deliver real-world crop impact.

30% increase in model accuracy  
5+ months of development time saved  
30% boost in team productivity

## Machine learning in agriculture events

From industry meetups to 90-minute technical workshops, join our virtual events led by our ML agriculture experts.  
[View recordings](/content/webinars?industry=agriculture/index.html)

## Features for machine learning in agriculture

### Designed with ML agriculture teams in mind

[FiftyOne](/content/fiftyone/index.html) natively supports and enables the computer vision building blocks needed to develop robust AI solutions for smart agriculture.

- Classification
- Detection
- Segmentation
- Polygons and polylines
- Keypoints
- Pointclouds
- Heatmaps
- Geolocation
- Embeddings
- Multiview datasets
- Images, videos, and 3D data

## Discover how visual AI is transforming farming

Learn about the latest AI-driven technologies that are enhancing crop monitoring, improving yield predictions, and making farming more efficient and sustainable.

### Insights and trends in computer vision for agriculture

Explore perspectives on industry shifts, research developments, and real-world applications shaping what’s next.  
[View our blog posts](/content/blog/tag/agriculture/index.html)

## Get started today

Leading enterprises build using FiftyOne

30% increase in model accuracy  
5+ months of development time saved  
30% boost in team productivity  
[Book a demo](/content/sales/index.html)

> “We’ve been using FiftyOne for over a year and it has drastically changed the way we work. The ability to easily display and analyze our images and their metadata, including experiment results, has been a refreshing change compared to the way we’ve worked before – mainly writing our own metrics and viewers. I’ve personally used FiftyOne for a segmentation model I’ve trained – trying to analyze the results and visually see what my model outputs has been really easy and fluid thanks to FiftyOne.”
> **Ido Greenfeld**  
> AI Team Lead, Taranis

## Prevent crop loss before it happens with computer vision

Talk to our computer vision agriculture experts to start building better datasets and models.  
[Book a demo](/content/sales/index.html)