Faster-coco-eval

- [x] Removed own implementation of pre-rec
- [x] Switched to the implementation of pre-rec calculation from COCO eval
- [x] Lost backward compatibility
- [x] Implemented output fp/fn/tp + gt to pictures

- [x] bug fix with pre-rec curve
- [x] rework error calc (tp/fp/fn)
- [x] change image plot to plotly
- [x] append docker auto builder
- [x] append native iou calc (slow but accurate)
- [x] rework auc calc with [link](https://towardsdatascience.com/how-to-efficiently-implement-area-under-precision-recall-curve-pr-auc-a85872fd7f14)

v1.1.3-v1.1.4

- [x] rebuild plotly backend
- [x] Segm bug-fix

- [x] Append fp fn error analysis via curves
- [x] Append confusion matrix
- [x] Append plotly backend support for ROC / AUC

- [x] Redesigned curves
- [x] Reworked data preload
- [x] Append csrc to setup
- [x] Build sdist Package

- [x] Wrap c++ code
- [x] Get it to compile
- [x] Add COCOEval class wraper
- [x] Remove detectron2 dependencies
- [x] Remove torch dependencies
- [x] Append unittest
- [x] Append ROC / AUC curves
- [x] Check if it works on windows