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# SmartCrop
SmartCrop is an application that uses content aware croping using, [seam carving](https://en.wikipedia.org/wiki/Seam_carving) and resizeing to bring a directory of images into the deisred size and aspect ratio for training. SmartCrop ist configurable to prioritize specific items or specifc persons in the images provided.
## Requirements
* [cmake](https://cmake.org/) 3.6 or later
* [opencv](https://opencv.org/) 4.8 or later
* A c++17 capable compiler and standard lib like gcc or llvm/clang
* git is required to get the source
## Building
The steps to build this application are:
$ git clone https://uvos.xyz/git/uvos/SDImagePreprocess.git
$ cd SDImagePreprocess
$ mkdir build
$ cmake ..
$ make
The binary can then be found in build/SmartCrop and can optionaly be installed with:
$ sudo make install
## Basic usage
To process all images in the directory ~/images and output the images into ~/proceesedImages:
$ smartcrop --out processedImages ~/images/*
To also focus on the person in the image ~/person.jpg
$ smartcrop --out processedImages --focus-person ~/person.jpg ~/images/*
To also enable seam carving
$ smartcrop --out processedImages --focus-person ~/person.jpg --seam-carving ~/images/*
see smartcrop --help for more
## Example
#### Content detected in image:
![Content found in image](images/IMGP3692.jpg)
#### Cropped image based on content:
![Cropped image](images/IMGP3692C.jpg)