Faster-coco-eval

- [x] fix issue <https://github.com/MiXaiLL76/faster_coco_eval/issues/12>
- [x] Updated pre-rec calculation method
- [x] Updated required libraries
- [x] Moved all matplotlib dependencies to plotly
- [x] Append new examples & mmeval test file

- [x] fix by ViTrox <https://github.com/vitrox-technologies/faster_coco_eval>
- missing file issue
- issue discovered by torchmetric
- fstring for python3.7
- Windows compilation

- [x] rework math_matches function. moved to faster_eval_api
- [x] Moved calculations from python to c++
- [x] Separated extra classes
- [x] Added new sample data
- [x] append mIoU based on TP pred.
- [x] append mAUC based on Coco pre/rec.

- [x] rework mask code
- [x] change np.float to float ([numpy deprecations](https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations))

- [x] remove pycocotools dependencies
- [x] clean c/c++ code

- [x] Implemented of mean IoU for TP
- [x] set FP-red FN-blue