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314,178 Gesture Images – 18 Gestures Recognition Dataset

AI dataset for gesture recognition
hand gesture recognition dataset
static and dynamic gesture dataset
sign language translation dataset
sign language gesture recognition dataset
gesture recognition for HCI

This dataset contains 314,178 images of 18 gestures. This data diversity includes multiple scenes, 5 shooting angels, multiple ages and multiple light conditions. For annotation, each gesture is annotated with 21 landmarks (including the attribute of visible and invisible), gesture type and gesture attributes were also annotated. This dataset can be used for tasks such as gesture recognition, human-machine interaction, computer vision, and gesture analysis applications.

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SpecificationsSpecifications
Data size
314,178 images, 18 gestures
Population distribution
the race distribution is yellow race, the gender distribution is male and female, the age distribution is mainly young and middle-aged
Collection environment
indoor scenes and outdoor scenes (natural scenery, roadside street view, square, etc.)
Data diversity
multiple scenes, 18 gestures, 5 shooting angels, multiple ages, multiple light conditions
Collection device
cellphone
Image parameter
the image format is .jpg, the annotated file format is .json
Annotation content
21 landmarks annotation (each landmark includes the attribute of visible and visible), gesture type annotation, gesture attributes annotation
Accuracy
the accuracy of gesture landmarks annotation is not less than 95%; the accuracies of gesture type and gesture attributes are not less than 95%
Sample Sample
  • 314,178 Gesture Images – 18 Gestures Recognition Dataset
  • 314,178 Gesture Images – 18 Gestures Recognition Dataset
  • 314,178 Gesture Images – 18 Gestures Recognition Dataset
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