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rafaelpadilla / review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
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How to run in terminal? #82

Closed Harry-675 closed 2 years ago

Harry-675 commented 3 years ago

How to run without ui? As ui is not convenient in the remote server.

github-actions[bot] commented 2 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

RohitKeshari commented 2 years ago

Anyone able to run this in terminal?

philippe-heitzmann commented 2 years ago

Could team please provide docs on how to run this in command line? Any pointers on this would be much appreciated if possible as not all users will want to use the GUI. Thank you

rafaelpadilla commented 2 years ago

Hi guys,

Our previous tool, which has limited bounding box formats, allows calls from command line.

So far, the current tool does not have support to run it via terminal.

Some members of the community have started some actions on implementing such function, but nothing has been evolved.

We expect a similar command line interface as here.

I was thinking of a script src/cli/evaluation.py with the following arguments representing the numbered fields of the visual interface:

--gt_annotations: representing field "1" --gt_images: representing field "2" --gt_classes: representing field "3" --gt_format: representing field "4" --det_annotations: representing field "6" --det_classes: representing field "7" --det_format: representing field "8" --metrics: list of metrics as represented by field "10" --pascal_iou_thresh: PASCAL VOC threshold (default 0.5) --output_path: representing field "11"

This is just a draft. What do you guys think?

If anyone would like to start contributing with this functionality, we really appreciate it :pray:

github-actions[bot] commented 2 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.