VIDEO DEMO

Right Side

Front Side

Left Side

Top Side

Select Gesture
  • baby shark
  • beat time
  • bravo
  • calm_down
  • chinese_hello
  • crying
  • cut
  • drawX
  • fighting
  • go this way
  • hand fand
  • hello
  • look at me
  • no gesture
  • open hand
  • peekaboo
  • physical exercise
  • reverse signal
  • scissor
  • scratch
  • shy
  • stop
  • swimming
  • typing
  • up down
  • VAR
  • wave_hand

ABOUT THIS DATASET

Our DATE dataset consists of 27 simple, natural, and meaningful gestures for people. To our knowledge, DATE is the unique hand gesture dataset for Asian people with these gestures. Both hands of a participated subject performed all gestures.
data-statistic-graph

DOWNLOAD

Below is the general folder structure for each section. The last file will be specifically mentioned in each section.

  • Data
    • Gesture (01, 02, 03,...,32)
      • Subject
        • Side (front, left, right, top)
          • File
X dataset
Detect annotation (.xml)

File was named the same name as the corresponding image, with PascalVOC format (.xml) All images have one bounding box for person.

xml file contains some main tags as filename, size, object. Tag object contain name of class, (xmin, ymin, xmax, ymax) of bounding box.

Data is labeled by the LabelImg tool

Segment annotation (.json)

We provided the masks stored in JSON format for segmentation process. The JSON format as a dictionary, with each of the key-value pair stores information of a single image.

The specific structure is as follow:

  • key: name of the image
  • value: a dictionary with 2 key-value pairs:
    • size: size of the image
    • contour: a list contains the coordinate of each pixel that lies on the contour of the segmentation mask

COLLABORATORS

HUST

Hanoi University of Science and Technology
NAVER

Naver Corporation