Sentinel AI application

Note:  The Sentinel AI model 7.7.1.0 is used for every version. 


Updates:

Version 7.8.0.0


•    Take Snap video recording page has been removed.
•    Take snap page will launch ML Training exe to take snap and train the model
•    Training image Preview window has been added
•    Selecting the reset button will delete orientation faces folder, NTID.jpg and Blob files in NT ID of user's SentinelAIML folder
•    Log file export has been added in settings page

           Face train :


•    GUI added for the five orientation and saved as images for training 
•    Logic added to copy the required images to the unknow folder based on the orientation frames
•    Configured the value of the number of frames per orientation in the db
•    Saved the blob.npy in the model’s folder – feature vector generation

          FR :
•    Based on the feature vector added the logic for prediction accuracy
•    Saved the facematching accuracy in the db
•    Set the range for Too dark and the Dark images

Version 7.8.0.3


•   The Upgrade failure notification appears only when the user opens the application manually.
•    File copy in user folder log correction
•    Delete only completed and more than 24 hours records in sentinelAI and Autosnapinfo tables
•    Fixed to read csv data with ',' 
•    Tried 3 attempt while update or restore files failed case.

Version 7.8.0.4 

 •  In updated application, the procedure has been changed to get the sentinel version number from query string.

Version 7.8.0.5

•    Updated the SentinelAIML application 7.8.0.5.
•    Changed the unknow file count from 739 to 407.
•    Replace the new unknown file to SentinelAIML module.
•    In Updated application, restore the backup file only.

•    Added the mse logic for dark and too dark image classification
•    Placed the toodark.jpg inside the models folder

Version 7.8.1.0
Enhancements:


•    SentinelAI Regsitration exe Instruction Form has been redesigned.
•    The Sentinel AI training exe launches when the user selects the Agree and Proceed button.
•   The Sentinel AI application exits when the training /  manual snap has been failed or cancelled by the user.  
•    Update exe exit without update when Training exe or Registration is running 
•    Added the cosmetic changes of the window panel
•    The window appears when the training starts and closes when the training is completed.

NOTE:
•    When the user turns to the opposite direction instead of the preferred direction, it reports as straight direction. Come to the straight position aligned inside the green box and turn to the preferred direction. 

 Removed Camera check from SentinelAI Registration exe
•    Remove open CV sharp dlls from SentinelAI Registration

Version 7.8.1.2


•    The window resolution logic has been changed
•    Till the training exe is opened, the screen is shown as loading.

•                  •  Read Capture exe launch status and training complete status
•                   •  smart manager URL mismatch reset token and last input table, update smart manager url in settings then restart
•                   •  Show loaded until training exe is open
•                   •             Added the logic to updated the following status in the db
•                                  o             Capture Started
•                                  o             Straight Completed
•                                  o             Right Completed
•                                  o             Left Completed
•                                  o             Up Completed
•                                  o             Down Completed
•                                  o             Training Started
•                                  o             Training Completed
•                                  o             Training Failed (At the time of failure)
•                                  o             Training Exited (user exit the application)


Version 7.8.2.0


•    When camera is not available in the user’s machine, a help and support screen would appear.
•    While registering our face with the Sentinel AI application, Settings icon and Timer has been added to the instruction screen.
•    kill Registration exe when training is not running after it has launched
•    kill Registration exe when "Capture Started" status is not changed even after 10 mints
•    Added the logic to updated the following status in the db
•    No Camera Available
•    Logs added for the full logic 
•    Logic added for the camera busy and the pop up will show until the camera is closed by other application