search

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.
Other
1.08k stars 215 forks source link

Trying to use the COCODatasets Evaluation #150

Closed pa1sapkota closed 1 month ago

pa1sapkota commented 2 months ago

So i have the datasets and predictions as request by the cocodataset format and when i try to run the following code

import json from math import isclose

import sys sys.path.append("review_object_detection_metrics/") from src.bounding_box import BBFormat, BBType, BoundingBox from src.evaluators.coco_evaluator import get_coco_summary from src.utils.converter import coco2bb

Load coco samples

gts = coco2bb('gts', BBType.GROUND_TRUTH) dts = coco2bb('dets', BBType.DETECTED) res = get_coco_summary(gts, dts)

I get this error :

Traceback (most recent call last):

File "github-repo/eval.py", line 12, in dts = coco2bb('dets', BBType.DETECTED) File "github-repo/review_object_detection_metrics/src/utils/converter.py", line 31, in coco2bb if not validations.is_coco_format(file_path): File "github-repo/review_object_detection_metrics/src/utils/validations.py", line 302, in is_coco_format return is_json(file_path) and json_contains_tags(file_path, [ File "github-repo/review_object_detection_metrics/src/utils/validations.py", line 115, in json_contains_tags for key, item in json_object.items(): AttributeError: 'list' object has no attribute 'items'

github-actions[bot] commented 1 month 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.