Open hbu-cv opened 2 years ago
You can download the evaluation dataset from this page and update the anno_file in the config.py.
Hello! I've meet the same issue. I've downloaded the annotation_val.odgt file and modified the anno_file in config.py, but I'm still facing the KeyError: 'ID' problem. Could you please advise on how to resolve this issue?
This is my config.py : imgDir = '/disk/datasets/CrowdHuman/Images' json_dir = '/disk/datasets/CrowdHuman/annotations' train_json = osp.join(json_dir, 'train.json') eval_json = osp.join(json_dir, 'val.json')
dirpath = '/disk/datasets/CrowdHuman/crowdhuman' train_file = osp.join(dirpath,'annotation_train.odgt') anno_file = osp.join(dirpath, 'annotation_val.odgt')
And the evaluation commands I'm using are:
python3 train_net.py --num-gpus 1 --config-file configs/50e.6h.500pro.ignore.yaml --eval-only MODEL.WEIGHTS /checkpoint/e2edet_final.pth
python eval_result.py
Please refer to this for the solution.
When I run the eval_result.py file, I get the following error:
Saving is Done... Processing mountain.human Traceback (most recent call last): File "eval_result.py", line 107, in
eval_result()
File "eval_result.py", line 103, in eval_result
computeIoUs(fpath, 0.05)
File "eval_result.py", line 35, in computeIoUs
mAP, mMR = compute_mAP(fpath)
File "/root/autodl-tmp/Iter-E2EDET/utils/common.py", line 28, in compute_mAP
db = EvalDB(dbName, '',gtpath, dtpath, None)
File "/root/autodl-tmp/Iter-E2EDET/utils/detToolkits/detools/database.py", line 496, in init
super(EvalDB, self).init(dbName, imgroot, gtpath, dtpath)
File "/root/autodl-tmp/Iter-E2EDET/utils/detToolkits/detools/database.py", line 144, in init
self.loadOdf(gtpath, "gt")
File "/root/autodl-tmp/Iter-E2EDET/utils/detToolkits/detools/database.py", line 246, in loadOdf
if odf["ID"] not in self.images:
KeyError: 'ID'