Intel Solution Day 2021 Indonesia Xingular.AI as Guest Speaker, Gia Muhammad as Direktur Xingular.AI talk about project as service solution

2. Gia Muhammad
Direktur Teknologi Xingular.AI

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Intel® Solution Day 2021

4. Intel® Solution Day 2021

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Intel® Solution Day 2021

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Intel® Solution Day 2021

9. Intel® Solution Day 2021

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15. Intel® Solution Day 2021
KIOSK OR DIGITAL SIGNAGE DOOH SMART VENDING MACHINE

16. Intel® Solution Day 2021
On-Premis Hardware Solution
• Intel Neural Compute Stick
to Inference AI Model
• Intel NUC to run our AI
application in 24 hours

17. Intel® Solution Day 2021
Vehicle Counting for DOOH
• Base AI model YOLOv3 to
Detect Vehicle and
Classify Type
• CSR Tracking Algorithm to
Count Object in Line
Counter

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Data Visualization

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Flood disaster, need early warning system
Realtime measurement of water level, discharge and
river cleanliness condition to monitor and
support government decision
High durability of measurement tools or machine

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Sungai Bambe
Kota Surabaya

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• Intel® RealSense D455
• IMU (Inertial Measurement Unit) Sensor
• Range 0.4m to 20m
• Intel Neural Compute Stick 2
• Development Board
• CCTV
• Intel® NUC

26. Intel® Solution Day 2021
𝑉𝑜𝑙𝑢𝑚𝑒𝑖 = 𝑤𝑖𝑑𝑡ℎ𝑖 ∗ 𝑤𝑎𝑡𝑒𝑟 𝑙𝑒𝑣𝑒𝑙 ∗ 𝑑𝑖
𝐵𝑜𝑡𝑡𝑜𝑚 𝑆𝑒𝑐𝑡𝑖𝑜𝑛 𝑉𝑜𝑙𝑢𝑚𝑒𝑖 = න
0
𝑑𝑖
න
𝑖+1
𝑖
𝑓 𝑥 𝑖 𝑑𝑥
𝑊𝑎𝑡𝑒𝑟 𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑖 = 𝑉𝑜𝑙𝑢𝑚𝑒 𝑖 − 𝐵𝑜𝑡𝑡𝑜𝑚 𝑆𝑒𝑐𝑡𝑖𝑜𝑛 𝑉𝑜𝑙𝑢𝑚𝑒𝑖
𝑇𝑜𝑡𝑎𝑙 𝑊𝑎𝑡𝑒𝑟 𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒 (𝑚3 /𝑠) = ෍ 𝑊𝑎𝑡𝑒𝑟 𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑖
𝑑𝑖 = speed estimator result with Optical Flow algorithm (Computer Vision)
Analytical Formula to Measure Water Discharge (Water Debt)
Fundamental : Dynamic Fluid Mechanics

27. Intel® Solution Day 2021
Natural River
Intel
®
RealSense
to
Water
Surface
Water
Surface
to
Water
Depth
Geometric Calculation to Measure Water Level each section due to Intel® RealSense position
Thanks to IMU Sensor!
35m
30m
22m
13m
15m
About 2m
assumption
x = 1.95m
(real measurement for example)
𝑥 = 𝑟 ∗ α ∗
𝜋
180
r
α
β
β = ~45ᵒ
α = β + 90ᵒ - 180ᵒ
i + 1 i + 1
f(x), equation shape of bottom section river

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Speed Estimator
Camera to Water Surface Depth Measurement

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How we create the AI Model
• Collect the garbage data
• Data Annotation
• Get the SSD Object Detection
Model
• Do transfer learning
• Get the garbage detector
model
• Convert to Intel OpenVINO
• Optimize Model
• Run the model in Intel NCS2!

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HydroFlux Current Meter
Real-Time Calculation Yes No
Data Collection
Automation
Yes No
Contactless Yes No
Durability More Less

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Face Recognition Vendor Test
(FRVT) by NIST
• Up to 1000 faces
• Recognize face less than 1s
• Recognize about 200 faces in
one scene
• With mask condition

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ANPR (Automatic Number
Plate Recognition)
• 20++ Country
• Any Background Plate
Vehicle Attribute
• Brand
• Type
• Year
• Seat Belt Condition
• Vehicle Color
• Speed
E-TLE Ready !

37. Intel® Solution Day 2021
Security Issue
• Security Access by Body
Gesture & Attribute
• Gesture Recognition for
Behaviour Surveillance