I need to find an image dataset of human actions including sitting, walking, falling, and standing.
Although I searched, I could only find video datasets.
If anyone could share an image dataset with mentioned categories, I would really appreciate it
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2 Answers
The Stanford 40 Action Dataset contains images of humans performing 40 actions. In each image, we provide a bounding box of the person who is performing the action indicated by the filename of the image. There are 9532 images in total with 180-300 images per action class.
Download
Please download the dataset using the links below:
- Images: 297.6MB;
- Annotation in Matlab: Bounding boxes of humans, one box per image;
- Annotation in XML: Bounding boxes of humans, one box per image. You can use the parser provided by PASCAL VOC to parse the XML files;
- Image sets: suggested train/test split of the images;
- All: you can download all above files here.
I think Stanford 40 Action Dataset, Flickr and Human Activity Recognition tab of World Data could be reliable sources in this regard. I also found Willow-Actions dataset as a good source.
