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Understanding Drone Data Classes A Complete Guide to Comparing 3D Tower Data 12,000px 9,504px 5,200px 3,646px 5,472px 900px Pixels on Target 23° Visual Intelligence MACS-3D 78° DJI Phantom 4 Pro 0m 5m 10m Dual 120MP Sensors Single 20MP Sensor FIELD OF VIEW PIXELS ON TARGET WHAT IS PIXELS ON TARGET? Pixels on Target refers to the ratio of pixel coverage over the tower structure versus the background. Increased observable pixels on a target yield a greater structural sampling and decreased distortions. This ratio contributes to coverage effectiveness. ? Engineering Class VI MACS-3D DJI P4P V2 Inspection Class Bolt Size / Diameter Tube Steel Thickness Main Horiz Profile Height Member Length Antenna Elevation (Tilt) Platform Height Antenna Spacing 1mm 0cm 2 3 4 5mm 6 7 8 9 1cm 11 12 13 14 15mm 16 17 18 19 2cm Antenna Position Support Component Position Platform Altitude 1-2cm 5-10mm 2-5mm .5-2mm Inspection Class Engineering Class MEASURABILITY & DATA VALUE Data Classifications TELECOM INFOGRAPHIC Millimeter accuracy is changing how tower companies operate. VISIT VITOWERS.COM/TELECOM Visual Intelligence is the first and only drone sensor and software automation platform that digitizes tower infrastructure with millimeter accuracy to reliably deliver 3D, engineering-grade asset intelligence. Engineering-Grade VISUAL INTELLIGENCE MACS-3D SENSOR Inspection-Grade DJI PHANTOM 4 PRO V2 SENSOR vs Engineering-grade accuracy is the data fidelity and structural coverage needed for applications that require millimeter class measurements, such as engineering analysis and structural design. Engineering class digital models have accuracy that provides 1/16th inch (or 1.6 mm) RMS error or better across 99% of a tower structure. Inspection-grade accuracy is the data fidelity and structural coverage needed for applications that require centimeter class measurements, such as major appurtenance types or mount heights. Inspection class digital models have accuracy that provides 1 cm RMS across 80% of a tower structure. Engineering Class VI MACS-3D DJI P4P V2 Inspection Class Resolution Collection Variation Collection Variation Resolution Accuracy 1.0mm 1.7mm 0.7mm 1.0mm 4.0mm 4.0mm 12.0mm 8.0mm RESOLUTION DJI P4P V2 AT 5 METERS (18 FEET) Inspection Class Engineering Class VI MACS-3D AT 12 METERS (40 FEET) MEASURABILITY SITE MAPPING AI / ML MAJOR EQUIPMENT DETECTION MOUNT MAPPING TOWER MAPPING TIA REPORTS MOUNT ANALYSIS TOWER ANALYSIS AUTOMATED CHANGE DETECTION AI / ML MAJOR FEATURE IDENTIFICATION EXAMPLE CAPABILITIES VI MACS-3D Engineering Class Inspection Class DJI P4P V2 LOD 100 LOD 200 LOD 300 LOD 400 LOD 500 Information is represented at a basic level and models are only conceptual. Elements are modeled with approximate size, shape, location and orientation. Models are accurately defined with specific assemblies, precise size, location and orientation. Models provide engineering precision with specific size, shape, location and orientation. Model elements meet LOD 400 specifications and are field-verified and updated as built. Conceptual Design Detailed Design Detailed Design As-Built Fabrication & Assembly Approximate Design Conceptual Design Approximate Design VI MACS-3D Engineering Class Inspection Class DJI P4P V2 BUILDING INFORMATION MODELING (BIM) Digital Twin HOW DOES A 3D MODEL FIDELITY RELATE TO BIM? Because legacy tower data is typically poor, BIM requires an accurate and up-to-date digital footprint of the site. 3D models serve as a foundation for BIM, however BIM is constrained by its input. Where accuracy and coverage is poor, level of detail is low. ? Photo P4P Image MACS-3D Image P4P Image MACS-3D Image EXAMPLE IMAGES EXAMPLE POINTCLOUD SURFACE COVERAGE POINTCLOUD DENSITY Coverage Engineering Class VI MACS-3D DJI P4P V2 Inspection Class 4-6 BILLION POINTS 100 MILLION POINTS 99% TOWER COVERAGE 80% TOWER COVERAGE 100 POINTS / CM 2 4 POINTS / CM 2 CRITICAL MEASUREMENTS 3D Modeling Engineering Class VI MACS-3D DJI P4P V2 Inspection Class HOW DOES ACCURACY AND COVERAGE ENABLE MORE CAPABILITIES? As data quality increases, so too does its applications. Higher fidelity and increased coverage provide a better representation of a tower structure. When millimeter accuracy is achieved, artificial intelligence can automate engineering reports and analysis. ? WHY DOES POINTCLOUD DENSITY AND COVERAGE MATTER? Pointcloud density refers to the number of points (think pixels) collected per unit area. When pointcloud data is processed into a 3D digital model, each point helps to form the overall shape of an object. The higher the density, the more accurate and complete the 3D model. ? WHAT IS GSD? WHY DOES THIS MATTER? Ground Sampling Distance (GSD) is the distance between two consecutive pixel centers measured on an object. The higher the image GSD, the lower the spatial resolution and visible details of an image. ? Sensor Comparisons CAMERA 120MP Sensor 20MP Sensor LENS 35, 55, 85, 135mm 8.8mm RESOLUTION 1.0-1.7mm 4.0-12.0mm COVERAGE 99% 80% POINTS CAPTURED 4-6 Billion 100 Million Single at 5 Meters Fixed Lens Dual 60MP Sensors Points Points Coverage Coverage at 12 Meters Adjustable Lenses VI MACS-3D Engineering Class Inspection Class DJI P4P V2 ©2021 Visual Intelligence | All Rights Reserved GEOMETRIC GROUND SAMPLING DISTANCE (GSD) 10 Meter Orbit 15 Meter Orbit 18 Meter Orbit 7.3 Meters 0.5mm GSD 0.7mm GSD 0.8mm GSD 5 Meter Orbit 7 Meter Orbit 10 Meter Orbit 2.3 Meters 1.4mm GSD 2.0mm GSD 3.0mm GSD To achieve a comparable GSD to the MACS-3D, a DJI P4P v2 drone would have to fly within a tower’s structural diameter. X 0.5mm GSD 0.8mm GSD X Engineering Class VI MACS-3D DJI P4P V2 Inspection Class To achieve millimeter accuracy, a sub-millimeter GSD collection is required. Bolt Size Plate Thickness Pipe Thickness Bolt Size Plate Thickness Pipe Thickness WHY DOES MEASURABILITY MATTER? The greater the pointcloud density, the more measurable points on a 3d digital model. If a 3d model doesn’t provide the ability to collect sub-millimeter measurements, site visits and climbs will still be required to manually collect critical measurements. ? 0.8mm GSD 3.0mm GSD 4.4mm GSD 40.0mm GSD Typically, there is insufficient data overlap and coverage under platforms and in complex structural areas (such as cabling or equipment clusters) that create poor 3D renderings. Visual Intelligence offers the world’s first and only dual-sensor drone technology capable of collecting 3D, engineering class tower data. Our patented technology is custom designed to consistently capture millimeter accuracy across every facet of tower infrastructure.

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Page 1: Understanding Drone Data Classes - Visual Intelligence...Understanding Drone Data Classes A Complete Guide to Comparing 3D Tower Data 12,000px 9,504px 5,200px 3,646px 5,472px 900px

Understanding Drone Data ClassesA Complete Guide to Comparing 3D Tower Data

12,0

00px

9,504px

5,200px

3,64

6px

5,472px

900px

Pixels on Target

23°

Visual Intelligence MACS-3D

78°

DJI Phantom 4 Pro

0m

5m

10m

Dual 120MP Sensors

Single 20MP Sensor

FIELD OF VIEW PIXELS ON TARGET

WHAT IS PIXELS ON TARGET?

Pixels on Target refers to the ratio of pixel coverage over the tower structure versus the background. Increased observable pixels

on a target yield a greater structural sampling and decreased distortions. This ratio contributes to coverage effectiveness.

?

Engineering Class VI MACS-3D DJI P4P V2Inspection Class

Bolt Size / Diameter

Tube Steel Thickness

Gusset Height

Weild Integrity

Pipe Thickness

Main Horiz Profile Height

Member Length

Feedline Spacing

Flange Diameter

Flange Thicknes

Antenna Elevation (Tilt)

Platform Height

Antenna Spacing

Mounting Pipe Altitude

Gusset Height and Diameter

1mm0cm 2 3 4 5mm 6 7 8 9 1cm 11 12 13 14 15mm 16 17 18 19 2cm

Antenna Position

Support Component Position

Platform Altitude

Sector Mount Height

Antenna Center Altitude

1-2cm5-10mm2-5mm.5-2mm

Inspection ClassEngineering Class

MEASURABILITY & DATA VALUE

Data Classifications

TELECOM INFOGRAPHIC

Millimeter accuracy is changing how tower companies operate.

VISIT VITOWERS.COM/TELECOM

Visual Intelligence is the first and only drone sensor and software automation platform that digitizes tower infrastructurewith millimeter accuracy to reliably deliver 3D, engineering-grade asset intelligence.

Engineering-GradeVISUAL INTELLIGENCE MACS-3D SENSOR

Inspection-GradeDJI PHANTOM 4 PRO V2 SENSOR

vs

Engineering-grade accuracy is the data fidelity and structural coverage

needed for applications that require millimeter class measurements, such

as engineering analysis and structural design. Engineering class digital

models have accuracy that provides 1/16th inch (or 1.6 mm) RMS error or

better across 99% of a tower structure.

Inspection-grade accuracy is the data fidelity and structural coverage

needed for applications that require centimeter class measurements, such

as major appurtenance types or mount heights. Inspection class digital

models have accuracy that provides 1 cm RMS across 80% of a tower

structure.

Engineering Class VI MACS-3D DJI P4P V2Inspection Class

Resolution Collection Variation Collection VariationResolution

Accuracy

1.0mm 1.7mm 0.7mm1.0mm 4.0mm 4.0mm 12.0mm 8.0mm

RESOLUTION

DJI P4P V2 AT 5 METERS (18 FEET)Inspection ClassEngineering Class VI MACS-3D AT 12 METERS (40 FEET)

MEASURABILITY

SITE MAPPING

AI / ML MAJOR EQUIPMENT DETECTION

MOUNT MAPPING

TOWER MAPPING

TIA REPORTS

MOUNT ANALYSIS

TOWER ANALYSIS

AUTOMATED CHANGE DETECTION

AI / ML MAJOR FEATURE IDENTIFICATION

EXAMPLE CAPABILITIES

VI MACS-3D

Engineering Class Inspection Class

DJI P4P V2

LOD100

LOD 200

LOD 300

LOD 400

LOD 500

Information is represented at a basic level and

models are only conceptual.

Elements are modeled with approximate size,

shape, location and orientation.

Models are accurately defined with specific

assemblies, precise size, location and orientation.

Models provide engineering precision with

specific size, shape, location and orientation.

Model elements meet LOD 400 specifications and

are field-verified and updated as built.

Conceptual Design

Detailed Design Detailed Design

As-Built

Fabrication & Assembly

Approximate Design

Conceptual Design

Approximate Design

VI MACS-3D

Engineering Class Inspection Class

DJI P4P V2

BUILDING INFORMATION MODELING (BIM)

Digital Twin

HOW DOES A 3D MODEL FIDELITY RELATE TO BIM?

Because legacy tower data is typically poor, BIM requires an accurate and up-to-date digital footprint of the site. 3D models serve

as a foundation for BIM, however BIM is constrained by its input. Where accuracy and coverage is poor, level of detail is low.

?

Photo

P4P ImageMACS-3D Image

P4P ImageMACS-3D Image

EXAMPLE IMAGES

EXAMPLE POINTCLOUD

SURFACE COVERAGEPOINTCLOUD DENSITY

Coverage

Engineering Class VI MACS-3D DJI P4P V2Inspection Class

4-6 BILLION POINTS 100 MILLION POINTS 99% TOWER COVERAGE 80% TOWER COVERAGE

100 POINTS / CM2 4 POINTS / CM2

CRITICAL MEASUREMENTS

3D Modeling

Engineering Class VI MACS-3D DJI P4P V2Inspection Class

HOW DOES ACCURACY AND COVERAGE ENABLE MORE CAPABILITIES?

As data quality increases, so too does its applications. Higher fidelity and increased coverage provide a better representation of a

tower structure. When millimeter accuracy is achieved, artificial intelligence can automate engineering reports and analysis.

?

WHY DOES POINTCLOUD DENSITY AND COVERAGE MATTER?

Pointcloud density refers to the number of points (think pixels) collected per unit area. When pointcloud data is processed into a

3D digital model, each point helps to form the overall shape of an object. The higher the density, the more accurate and complete

the 3D model.

?

WHAT IS GSD? WHY DOES THIS MATTER?

Ground Sampling Distance (GSD) is the distance between two consecutive pixel centers measured on an object. The higher the

image GSD, the lower the spatial resolution and visible details of an image.

?

SensorComparisons

CAMERA

120MP Sensor 20MP Sensor

LENS

35, 55, 85, 135mm 8.8mm

RESOLUTION

1.0-1.7mm 4.0-12.0mm

COVERAGE

99% 80%

POINTS CAPTURED

4-6 Billion 100 Million

Single

at 5 Meters

Fixed Lens

Dual 60MP Sensors

Points Points

Coverage Coverage

at 12 Meters

Adjustable Lenses

VI MACS-3D

Engineering Class Inspection Class

DJI P4P V2

©2021 Visual Intelligence | All Rights Reserved

GEOMETRIC GROUND SAMPLING DISTANCE (GSD)

10 Meter Orbit

15 Meter Orbit

18 Meter Orbit

7.3Meters

0.5mm GSD

0.7mm GSD

0.8mm GSD

5 Meter Orbit

7 Meter Orbit

10 Meter Orbit

2.3Meters

1.4mm GSD

2.0mm GSD

3.0mm GSD

To achieve a comparable GSD to the MACS-3D, a DJI

P4P v2 drone would have to fly within a tower’s

structural diameter.

X

0.5mm GSD

0.8mm GSD

X

Engineering Class VI MACS-3D DJI P4P V2Inspection Class

To achieve millimeter accuracy, a sub-millimeter GSD collection is required.

Bolt Size Plate Thickness Pipe Thickness

Bolt Size Plate Thickness Pipe Thickness

WHY DOES MEASURABILITY MATTER?

The greater the pointcloud density, the more measurable points on a 3d digital model. If a 3d model doesn’t provide the ability to

collect sub-millimeter measurements, site visits and climbs will still be required to manually collect critical measurements.

?

0.8mm GSD 3.0mm GSD

4.4mm GSD 40.0mm GSD

Typically, there is insufficient data overlap and coverage under platforms and in complex structural areas (such as cabling or equipment clusters) that create poor 3D renderings.

Visual Intelligence offers the world’s first and only dual-sensor drone technology capable of collecting 3D, engineering class tower data. Our patented technology is custom designed to consistently capture millimeter accuracy across every facet of tower infrastructure.