Rabeea Jaffari

Hi everyone, I intend to create my own keypoints dataset with 3 points of interest (two endpoints and one center point). Can anyone kindly help me on how I can...

> For top-down approaches, you also need to provide bounding boxes in the .json or use a box detector. I do not want to provide the bbox annotation and want...

> It is also possible, if you want to use the whole image as the input. In this case, the object should locate at the center of the image. Please...

> Not sure, if it will work with only 200 images. Noted with thanks. It is worth a try :) Also can you tell me how are the sigmas calculated...

> sigma is the normalized factor of the human skeletal keypoint, which is calculated by the standard deviation of human annotation result. It is used to measure the annotation quality,...

> Yes, we can use multiple evaluation metrics. In fact, in some config files (and some specific datasets), we use 'PCK', 'AUC', 'EPE' for evaluation. > https://github.com/open-mmlab/mmpose/blob/c8ff23fa6014a9caab3f935e10a1acb9712f155c/configs/hand/2d_kpt_sview_rgb_img/topdown_heatmap/onehand10k/hrnetv2_w18_onehand10k_256x256_dark.py#L8 > > One...

> Yes, we can use multiple evaluation metrics. In fact, in some config files (and some specific datasets), we use 'PCK', 'AUC', 'EPE' for evaluation. > https://github.com/open-mmlab/mmpose/blob/c8ff23fa6014a9caab3f935e10a1acb9712f155c/configs/hand/2d_kpt_sview_rgb_img/topdown_heatmap/onehand10k/hrnetv2_w18_onehand10k_256x256_dark.py#L8 > > One...

> Since your customized dataset has 18 dataset, you have to modify > https://github.com/open-mmlab/mmpose/blob/master/mmpose/datasets/datasets/top_down/topdown_coco_dataset.py > > Especially, line79 to line98. Hi, How can I use mmpose my own dataset? I...

@jin-s13 Thanks for the reference. I saw other parse dataset scripts as well and I believe this script is more suitable for parsing any custom dataset: https://github.com/open-mmlab/mmpose/blob/master/tools/dataset/parse_deepposekit_dataset.py Can you kindly...

> And the homepage of deeppose-kit (https://github.com/jgraving/DeepPoseKit-Data) @jin-s13 thanks for the link. As a test experiment, I have reannotated the deep pose kit fly dataset with 3 keypoints only instead...