This software enables rapid generation of object detection research.

- Provide this script with imgFiles (Glob of dataset images) and an annotation file (In COCO JSON format) and will return metrics.
- Metrics are the full output of COCO and TIDE (Toolbox for Identifying Object Detection Errors) combined and per class.


Dependencies:
PyCOCOTools == 2.0.4
TIDE == dbolya/tide#21
pytorch == 1.11.0
torchvision == 0.12.0
tqdm == 4.64.0

Just to note that your TIDE library will need to be updated as suggested below due to the repo no longer being updated.
dbolya/tide#21

If used please cite as:
https://zenodo.org/badge/latestdoi/564515324

@software{daramolloy_2022_7371505,
  author       = {daramolloy},
  title        = {{daramolloy/SimpleObjectDetectionBench: 
                   V1.0.0-alpha}},
  month        = nov,
  year         = 2022,
  publisher    = {Zenodo},
  version      = {V1.0.0},
  doi          = {10.5281/zenodo.7371505},
  url          = {https://doi.org/10.5281/zenodo.7371505}
}