surface_svl_simple.c File Reference

Tutorial 10 - Surface - How to create a project, set roi defects and execute the training (SVL). More...

#include "../common/common.h"

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Functions
sb_t_err	create_surface_project_file (SB_HANDLE *surface)
	Create a surface project file. More...
sb_t_err	set_labeling (SB_HANDLE surface)
	Set labeling. More...
sb_t_err	execute_training (void)
	Execute training. More...
int	main (void)

Detailed Description

Tutorial 10 - Surface - How to create a project, set roi defects and execute the training (SVL).

This tutorial shows you what you should do to train a model using a set of images and starting from scratch, i.e. without using the "SB GUI". You should follow the following steps:

1. create a new project with the function sb_project_create
2. get the project parameters with the functions sb_project_get_par
3. add a level to the parameters with the function sb_par_add_level
4. add a model to the parameters with the function sb_par_add_model
5. set the project parameters with the functions sb_project_set_par
6. labeling the image, i.e. set defect occurrences of the model in the dataset images
7. execute the training with the function sb_svl_run

   See also

   sb_init

   sb_release

   sb_get_info

   sb_license_get_info

   sb_project_create

   sb_solution_get_info

   sb_solution_destroy_info

   sb_project_load

   sb_project_destroy

   sb_project_save

   sb_project_get_par

   sb_project_set_par

   sb_par_add_model

   sb_image_info_load

   sb_image_info_destroy

   sb_image_info_save

   sb_image_info_reset

   sb_image_info_add_sample

   sb_get_uuid

   sb_svl_reset

   sb_svl_run

   sb_svl_get_res

   sb_svl_destroy_res

Definition in file surface_svl_simple.c.

Function Documentation

create_surface_project_file()

sb_t_err create_surface_project_file

(

SB_HANDLE *

surface

)

Create a surface project file.

1. Set parameters of the model of the object.
   • Set the model name
2. Add a level
3. Save the Surface project file.

Definition at line 101 of file surface_svl_simple.c.

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execute_training()

sb_t_err execute_training

(

void

)

Execute training.

1. Get the solution information.
2. Load the project.
3. Reset a previous training.
4. Set training parameters.
5. Execute the training (SVL).
6. Get training results.
7. Save the training.
8. Destroy the handles.

Definition at line 165 of file surface_svl_simple.c.

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main()

int main

(

void

)

In the following the list of the program steps:

1. Initialization of the SqueezeBrains library.
2. Wait until the license is active.
3. Create Surface project file.
4. Add labeling to image.
5. Execute training.
6. Destroy the project handle.
7. Release the library.

Definition at line 60 of file surface_svl_simple.c.

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set_labeling()

sb_t_err set_labeling

(

SB_HANDLE

surface

)

Set labeling.

1. Add the labeling to the images. For each image:
   • Set the flag classified of the image in order for the image to be considered for the learning
   • Set the roi
   • Set the defects

Definition at line 125 of file surface_svl_simple.c.

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