Project Detail

Description

Signals Pattern Recognition:

I have different AI problems. This is my first problem. It is crucial for the next successive problems also. I have attached different dataset sample too.

Please refer to the following illustrative pictures which has been ordered by the procedural workflow:

P01_INPUT1.JPG
P02_OUTPUT_NOT_YET_1.JPG
P03_OUTPUT_NOT_YET_2.JPG
P04_OUTPUT_NOT_YET_3.JPG
P05_OUTPUT_PRE_RECOGNIZE.JPG
P06_OUTPUT_RECOGNIZE.JPG

Description:

1- In P01_INPUT1.JPG as you might notice. There is multiple signal obtained from different sensors through earth well bore they have to be similar along the well except there will be some deformation happened sometime, missing some parts, or scaling issue but the sensors value should be relatively similar . The patterns is marked as A,B,C,D,E,F,G,H. The mission is to train the NN to read some pattern then apply it to recognize this pattern once available . The objective is to determine this pattern by computer.

Suppose we want to train our program to recognize marker (F) pattern so after training:

2- In P01_OUTPUT_NOT_YET_1.JPG, P021_OUTPUT_NOT_YET_2.JPG and P03_OUTPUT_NOT_YET_3.JPG the pattern has not been recognized yet because the pattern is not contained in these data yet.

3- In P05_OUTPUT_PRE_RECOGNIZE.JPG and P06_OUTPUT_RECOGNIZE.JPG the (F) marker pattern has been recognized successfully in P06_OUTPUT_RECOGNIZE.JPG.

I need to do this using any open and free library to be used from C++ (open for suggestion) and in Matlab if possible.

Thanks



Additional files submitted:
First AI Problem.zip