Yield Estimation

Precise yield estimation weeks before harvest

Negotiate better prices and take the guesswork out from your planning by getting precise estimations about your yield weeks in advance.
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What our customer say

"I got to know my orchard on a whole new level."

Dagobert Widemann
Dagobert Widemann, a passionate apple grower from Germany, who wanted to take his apple orchards to the next level. Since Dagobert has been tracking all the data in his orchards via Pixofarm, he can make more informed decisions about irrigation, fertilisation and thinning. Overall, this has led to an increase in production and he is becoming more confident with each season.

15 ha

Orchard Size


Fruit Type
Yield Estimation

Know the exact result of your fruit cultivation work

This digital solution helps to optimize one's harvest effortlessly, can help to increase revenue and saves valuable resources by providing reliable yield monitoring data and estimation data.

The yield estimation feature
supports apples.
Participate in data collection for pears and citrus.

Yield Estimation

Early yield forecast assists post-harvest procedures

By determining the growth rate and size estimation of the fruits in combination with our proven algorithms, the yield can be accurately estimated weeks before harvest is due.

This gives you a head start in opportunities for different planning, selling, marketing, storage, packaging and other logistical activities.
Yield Estimation

Our precise algorithms achieve a high accuracy

A combination of the latest technology in machine learning, artificial intelligence, our developed algorithms and many more factors such as the weather data give you a high accuracy on the yield forecast of that season.

The yield forecast can be viewed in real-time in the app and online dashboard.
Yield Estimation

Supports your price negotiations weeks in advance

With an accurate crop forecast you get an ideal basis for your price negotiations with buyers weeks before the harvest is scheduled. This allows you to get a higher price on the market and save resources on operations.

Get to know our features included in the yield estimation service

Receive an accurate estimation of the overall fruit size and fruit class distribution of your yield, as well as the harvest volume.
Historical forecast & weather data
Mobile app & online management dashboard
Access to the sizing,  counting & yield estimation feature
Training & Support
Unlimited number of activities
Automatic data evaluation and storage
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Not sure which feature suits your needs best?

Answer 7 simple questions and determine which Pixofarm services suit your need best.

Frequently Asked Questions

Feeling unsure? These might help!
How do users collect the data intheir blocks?

Userstake pictures of the fruits to measure their size as well as pictures of the trees to count the fruits on them. 4 rounds of data collection will result inaccurate & reliable yield estimations.

What are the hardware requirements?

Besides a smartphone with the Pixofarm app installed, depending on the preferred measurement method, blue stickers or a Bluetooth caliper is required for the sizing feature.

Are there specific requirements fora smartphone to be used?

Most smartphones that are currently on the market have the minimum camera features for taking the pictures.

Is there a protocol to follow for collecting the data?

The Forecast algorithm requires 4 rounds of data collection based on a protocol that the app shows for the block. Users only need to follow the steps provided by the app.

How do I get my results?

The results of the analysis are updated after each round of data collection and are displayed both on the app and on the Pixofarm online dashboard.

How are the yield estimations calculated?

Pixofarm’s AI algorithm uses machine learning techniques to predict yield by taking into account a plethora of information like weather and satellite data that allow sit to build a season specific growth curve.

Which fruit types does Pixofarm support for the yield estimation service?

Right now the Yield Estimation Service can be used for apples. Many more fruits will follow.