Croptracker’s Harvest Quality Vision (HQV) has been successfully scanning apples, oranges, peaches, nectarines and other similarly shaped orchard fruit to gather size and color data since its launch 4 years ago. We are now proud to announce HQV can scan pears and irregularly shaped fruit with the same high level of accuracy!

Green pears are stacked in a harvest container

What is Harvest Quality Vision?

HQV is an advanced computer-vision AI system that has been developed in-house by Croptracker over the past 4 years. We are currently on the third version of HQV and you can get started with a single mobile device!

Croptracker's Harvest Quality Vision is highly accurate. Using advanced sensors and state of the art computer vision algorithms, this technology is able to accurately measure the size and color of your crops. Taking advantage of LiDAR technology already built into iPad and iPhone devices, anyone can easily scan fruits of all sizes and shapes, and receive highly accurate results in seconds - without the need for a full bin of fruit, or a ping pong ball in the image for reference.

Starting with a single mobile device, growers and packers are able to scan harvested product anywhere, including the orchard and the field. Scans only take 30 seconds and provide active feedback about what has been captured. These scans can be taken without an internet connection and uploaded when you are back in range. Results are returned within just a few seconds, ensuring that you're able to make informed decisions about your harvest. Get real time updates on what is being harvested out in the orchard, compare them to custom color profiles of buyer requirements, and eliminate the need for presizing.

A graphic of a green pear with a black outline shows accuracy within 99%

Harvest Quality Vision Sizes Pears Accurately

Pears provide a unique challenge for AI sizing with their irregular shapes, which can be difficult to size and may differ widely between varieties, and even between individual fruits in one bin! Because of these challenges, modern and cost effective sizing for pears has not been highly supported in agtech - until now.

“We had to change the way we think about the shape of the fruit from an all round/spherical based model to one that is tailored to pears.” says Croptracker CEO Matt Deir, “ Croptracker is proud to be on the cutting edge with HQV 3.0, which can determine color, match fruit to existing color profiles, and size pears accurately with a quick and simple scan.”

HQV 3.0 is able to produce highly accurate size data from scans. After extensive testing, HQV 3.0 has demonstrated time and again its precision, measuring accurately to the millimeter range (accurate to 0.97 mm/0.04 in).

A chart shows the accuracy rates for standard pear size bands - all 97% accurate or higher

Approximately 20,000 pears were tested and achieved an average 99.10% accuracy over 5 size bands.

Croptracker is proud to bring the best computer vision system for pears in the industry to our customers.

Impressive accuracy data and charts convinced you to take a closer look at Harvest Quality Vision? Book a demo now and start getting accurate sizes in the field at an affordable price.

Why is HQV important to growers

HQV 3.0 is an advanced system, designed to save time and money by reducing inefficiencies in the field. With minimal training and skill requirements, HQV can empower your workers with the data they need to save time and to work more effectively - it’s even more important in today’s uncertain farm labor market.

With a single 30 second HQV scan:

With its easy-to-use interface, highly accurate measurements, and advanced features, HQV 3.0 is at the forefront of agtech solutions for growers. Book a demo with us today and learn more about how HQV and Croptracker can work together for you.


Croptracker develops agtech solutions for industry leaders. Located in Eastern Ontario, Canada, our mission is to make crop production safer, more efficient, and more profitable. Designed in partnership with fresh market producers and distributors, every tool we create is based on direct industry feedback. Croptracker’s award-winning farm software optimizes recordkeeping, labor tracking, production and cost management. Our integrative Harvest Quality Vision technology offers instant empirical analysis of crop samples exactly when you need it. Optimize your harvest season with Croptracker’s customizable solutions. Visit Croptracker.com to learn more about our products and contact us for app based solutions.