Write OpenCV code to perform the following tasks:

$1-$Implement the component labeling algorithm as described in the slides.

$2-$Modify the component labeling algorithm from task $1$ to consider the $8-$

connectivity.

$3-$Modify the component labeling algorithm from task $1$ to consider a range of

intensity values within the set V$,$ where V$=\{$min$-$max$\},$ to determine pixel

connectivity. The values of min and max are user$-$input parameters.

$4-$Implement the size filter algorithm described in the slides.

Important note: Please use OpenCV to perform the basic operations such as image

reading and direct pixel manipulation. Don't use any function that directly perform

labeling or size filtering.

Please submit your source code, and adhere to the following regulations.

Only Python programming language can be used, in conjunction with

OpenCV.

Note: I also uploaded two pictures related to component labeling and size filter.