novarisnovaris
TREN

novaris | Vision Sort AI

Intelligent Fruit
Sorting and
Grading Systems

AI-assisted image analysis.

Vision Sort AI — Apple Edition | evaluates apple colour, size and visible surface characteristics alongside independently measured weight. Each fruit is graded against defined quality criteria.

Vision Sort AI — Apple Edition | evaluates optical analysis and independently measured weight against the quality recipe. Every decision stays linked to its fruit.

Explore the technology
Vision Sort AIApple Edition
360°visual analysis
optical inspection

Colour, geometry
and surface analysis

Defined quality criteria

processing optical data
AI-assisted analysis

Surface & Defects

colour profilesurface check
ImageDecisionPLC
illustrative analysisscanning surface

Technology visualisation — Apple Edition

novaris|optical sorting

Vision Sort AI — Apple Edition

Optical analysis andquality classification

Vision Sort AI | analyses apple colour distribution, geometry and visible surface defects from multiple views. Optical findings are matched with the independently measured weight of the same fruit. The sorting decision follows the quality recipe defined for production.

Weight is not calculated from images. It is measured by an independent dynamic weighing system and matched to the same apple’s analysis data.

Explore the decision architecture
Vision Sort AI Apple EditionIllustrative analysis · not live data
Ø 78.4 mm72.1 mmSURFACE SCANGEOMETRY ANALYSIS
Scanning surface
Surface & Colour01No defect detectedColour distribution and external surface assessment
Optical Geometry0278.4mmDiameter, shape and size assessment
Independent Weighing03186gWeight from an independent sensor
Optical analysisData matchingQuality decision
QUALITY DECISIONClass A

novaris|decision architecture

Fruit-leveldecision architecture

Image analysis, independent weighing and the quality recipe form a single decision process for each fruit. Tracking maintains the link between analysis results and the fruit’s position on the line; PLC-based output control translates the classification into physical routing.

Analysis & Decision

Vision Sort AI decision architecture

FROM DATA TO DECISION
Explore the data inputs and decision stages.
Illustration of the software architecture

novaris|edition family

Fruit-specificanalysis technologies

Every fruit has distinct geometry, surface characteristics and quality criteria. Vision Sort AI | extends a shared decision architecture through fruit-specific Editions. Each Edition is based on the visual and physical characteristics of its fruit.

Vision Sort AI / 01
Apple Edition
Red apple for Apple Edition

Apple Edition

Colour · Size · Surface · Defects

Apple Edition

Optical inspection and quality sorting for apples.

ACTIVE EDITION

Pear Edition

Geometry and surface analysis development for pears.

IN DEVELOPMENT
—

Peach Edition

Analysis development focused on peach surface characteristics.

IN DEVELOPMENT
—

Other Editions

Analysis development for additional fruit types.

IN DEVELOPMENT
—

novaris|Apple Edition

Apple grading andquality classification

Apple Edition | evaluates images, dimensions and weight for each apple. Tracking from imaging through output control keeps every sorting decision linked to the correct fruit.

Apple inspection scene under camera and illumination
Vision Sort AI Apple Edition
Analysis integrated with productionIllustrative analysis

Multi-angle image analysis

Multiple views provide the apple’s colour distribution, shape and visible surface characteristics.

Optical SizeØ 78.4 mm
Independent Weighing186 g
QUALITY DECISIONClass ABased on the quality recipe
Vision Sort AIPLCOUTPUT

novaris|system architecture

Nine-stageproduction line

Washing, surface preparation, analysis, weighing and sorting form nine complementary processes on one production line. Conveying, measurement points and output mechanisms are arranged around the flow of fruit through the system.

novaris | system architecture01 — 09
NOVARIS fruit sorting line and nine process zones

Swipe horizontally to view the full line.

07
SELECTED PROCESS

Analysis

Colour, geometry and visible surface characteristics are analysed from multiple views.

novaris|by physical size

Mechanical gradingby physical size

Mechanical grading | separates fruit by physical size through adjustable roller gaps. Progressively changing gaps along the line direct fruit into defined size groups. Infeed and discharge are configured around the fruit size range and line capacity.

Mechanical fruit grading system with an extended infeed, apples on rollers and size-grading outlets; illustrative design visualisation
Illustrative machine and product-flow visualisationAISI 304 / stainless construction
Progressive separation by roller spacingFruit grading / sizing principle
SMALLMEDIUMLARGESmall → Large

Adjustable spacing

Adjustable roller gaps for different fruit size ranges.

Progressive separation

Successive separation zones for size groups from small to large.

Controlled fruit transfer

Outputs arranged around fruit transfer and drop distance.

AISI 304 construction

AISI 304 stainless steel support structure.

Mechanical grading separates fruit by physical size only. Colour and visible surface defects require optical analysis; sorting by weight uses independent weighing.

novaris|service & support

System installationand technical support

The technical scope begins with fruit and facility requirements and continues through design, manufacturing and site verification. After commissioning, technical support addresses the line’s operating conditions, settings and maintenance needs.

01/ 04
01 / PRODUCT & TARGET

Requirements analysis

Fruit and facility requirements

Meyve türü, boyut aralığı ve hedef kalite sınıfları, teknik kapsamın başlangıç noktasıdır. Kapasite ihtiyacı ve tesis yerleşimi, hattın besleme, taşıma ve çıkış düzenine yön verir.

Product · Capacity · Quality target

novaris|applications

Sorting systemsfor your fruit and facility

Optical quality sorting, mechanical grading and integrated lines address distinct production requirements. Technology selection is based on fruit type, target quality grades, capacity and facility layout.

novaris|03 / integrated system

Integrated fruitsorting line

Fruit preparation, optical analysis, independent weighing and sorting operate on one line. Tracking keeps measurement results linked to the corresponding fruit and its assigned output.

Integrated NOVARIS fruit sorting system
PREPARATIONVision Sort AIWEIGHINGSORTING
Explore the architecture
MACHINE-SPECIFIC SOFTWARE

Machine-specific decision and control

Vision Sort AI | sorting software designed around the imaging, weighing and fruit-tracking architecture of novaris machines. Its decision architecture and output control are specific to this machinery.

CameraWeighingPLCRouting

novaris|technology guide

System architecture and technical requirements

How analysis, measurement and fruit tracking work in fruit grading and quality sorting.

What is the difference between apple grading and quality sorting?

An apple grading machine groups fruit by physical size. Quality sorting compares colour distribution, geometry and visible surface defects with defined quality criteria. When weight is included in the grading decision, the measurement comes from an independent weighing system.

Which quality characteristics does Vision Sort AI assess?

Vision Sort AI | assesses colour distribution, size, shape and visible surface defects from multiple views. Analysis follows the fruit-specific characteristics of the Edition and the defined quality recipe. Internal defects that are not visible from outside are beyond the scope of this optical analysis.

How is the sorting decision made?

Image analysis and independently measured weight are matched to the same fruit record. The quality recipe determines the grade and target output. Tracking keeps this decision linked to the correct fruit. Vision Sort AI and output control work together within the novaris machine architecture.

How are capacity and the number of outputs determined?

Fruit type, size range, infeed conditions, target grades and facility layout define the technical scope. The number of outputs is configured for the required separation groups. Operating settings are verified with real fruit during commissioning.

How is weight included in the sorting decision?

Weight is not calculated from camera images; it is measured by an independent dynamic weighing system. The measurement is matched to the optical analysis record for the same fruit and evaluated against the weight ranges defined in the quality recipe.

novaris|about us

Who we are

novaris | a technology and machinery manufacturer developing fruit grading, sorting and quality analysis systems.

novarisKonya · Türkiye

novaris | integrated machinery and software technologies for fruit sorting and grading.

novaris | brings machine design and image analysis together through fruit-focused engineering. Fruit geometry and surface characteristics, quality criteria, target capacity and facility layout define the system architecture. Optical analysis, independent weighing and tracking keep every decision linked to the correct fruit.

Vision Sort AI | an analysis and decision platform that extends through fruit-specific Editions. The technical framework of each Edition is based on the fruit’s physical and visual characteristics. Optical quality sorting and mechanical grading are novaris technologies for different separation requirements. Software, measurement and output control are integrated within the novaris machine architecture.

Machine architectureImage analysisControl software