Power of using computer vision with machine learning with some real business scenarios..

1. Computer Visiot
&
Capabilities
By
Biswajeet Dasmajumdar
https://www.linkedin.com/in/ab1234/ 1

2. Definition
A field that includes methods for
Acquiring
Processing
Analyzing
Understanding images
High-dimensional data
from the real world in order to produce numerical or symbolic information.
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3. Where Used ??
Recognize objects
Locate objects
Track objects in motion
Recognize actions
Scene classification
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4. Networking Business Scenarios
Form A designed by RJIL QA for certifying hardware installation of small
facilities like CSS, AG1
After completion of installation of small facilities(CSS & AG1) for certifying
the test cases photos are taken by field engineers
RJIL QA verifies the photos by certifying the ATP-1A reports for approving
the hardware installation
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5. Scenario 1 : Hostname Recognition
To recognize Hostname from set of sample images and test them
“PASS” / “FAIL” using Machine Learning Algorithm
PASS FAIL
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6. Scenario 2: Port Detection
Check enodeB (Port #5) status of router - “UP”/ “DOWN”
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7. Scenario 3: Bar Code Detection
Verification of serial no. by scanning Barcode
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8. Proposed Methodology
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9. Q & ABs ?
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