Project for Computer Vision by Professor Ghidoni S. for class of 2025 in master degree in Computer Engineering 2025.
The project it's writte in C++ (stdandard 17), it uses only OpenCV library version 4.5.X and other basic standard libraries.
We create a programm structured as follows:
- preprocessing:
- input of cli command for choosing the folder of the desired object
- preprocessing of images inside models folder using the mask to obtain the rectangle that encapsulate the object
- processing of each image inside test folder:
- we compute features using surf and we do feature maching using flann matcher
- we compute the bounding box using homography approach
- measurements of performances:
- mIoU
- accuracy
| MARCO | LUCA | FRANCESCO |
|---|---|---|
| measurements | processing | preprocessing |
| MARCO | LUCA | FRANCESCO |
|---|---|---|
| 6 | XXX | 2 |