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Computer vision & Its Capabilities

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

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Computer vision & Its Capabilities

  1. 1. Computer Visiot & Capabilities By Biswajeet Dasmajumdar https://www.linkedin.com/in/ab1234/ 1
  2. 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. 2
  3. 3. Where Used ?? Recognize objects Locate objects Track objects in motion Recognize actions Scene classification 3
  4. 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 4
  5. 5. Scenario 1 : Hostname Recognition To recognize Hostname from set of sample images and test them “PASS” / “FAIL” using Machine Learning Algorithm PASS FAIL 5
  6. 6. Scenario 2: Port Detection Check enodeB (Port #5) status of router - “UP”/ “DOWN” 6
  7. 7. Scenario 3: Bar Code Detection Verification of serial no. by scanning Barcode 7
  8. 8. Proposed Methodology 8
  9. 9. Q & ABs ? 9

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