Datasets:
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137
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event_data/DAYLIFE_Home_Renovations--207285-213432_002_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/U4r9ePA6RkQ_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/ICEBREAKER_Explain_a_skill_you_have--003747-010939_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/UBKyjrQysLc_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/EMO_fear_being_sued--012869-014503_001_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/EMO_happy_looking_at_the_northen_lights--001972-003605_001_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/episode_20_017_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/IlLFTI24Qkw_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/fmuEMg2fh_8_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/7PJ3kggwk-Q_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/episode_15_018_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/episode_14_037_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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|
event_data/episode_16_048_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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|
event_data/LOC_loud_concert_2--052713-054344_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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|
event_data/LOC_loud_house_party_3--046761-048395_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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|
event_data/episode_25_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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|
event_data/02A2a-aEvmI_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/Reading Embarrassing Books In The Library Prank_2_005_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/191_2_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/DuXGDE6tolY_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/clip_1_0_300_Advent_Calendars_2018_Day_10__Ashens_&_Nerdcubed_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/DAYLIFE_Indoor_Dinner_party--158298-167296_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/POLYADICS_scene_301--074644-075843_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/RUjbZ6Jymfg_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
{
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|
event_data/episode_16_056_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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}
|
event_data/DAYLIFE_Going_out--136466-139761_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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}
|
event_data/DAYLIFE_Getting_ready_in_the_morning--214055-223061_001_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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event_data/ACTING_Childs_Birthday--130737-136736_002_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/episode_12_007_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/episode_13_036_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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event_data/POLYADICS_scene_228--074281-080580_001_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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{
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event_data/EMO_anger_your_friend_says_one_thing_does_the_opposite--009241-010884_001_sam3rf_gaze_events
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hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
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}
|
event_data/DAYLIFE_Evening_free_time--188312-194464_002_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
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|
event_data/vajeoyUEuts_sam3rf_gaze_events
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
null |
event_data/Selling The iPhone 15 For $15
|
hf://datasets/arkimjh/gaze_gesture@abf06ed7caf87ad7da5a7deb366559cfe51b8b93/event_data.tar
|
End of preview. Expand
in Data Studio
Gaze Gesture Dataset
Description
Gaze Gesture is a multi-person gaze and social gesture recognition dataset containing videos from multiple sources (Embody3D, Social-IQ, Social Gesture, TVQA) with per-frame gaze annotations.
Dataset Structure
Files
gaze_gesture/
├── event_data.tar # Gaze event annotations
└── tars/
├── embody3d_part001.tar
├── embody3d_part002.tar
├── embody3d_part003.tar
├── social-iq_part001.tar
├── social_gesture_part001.tar
└── tvqa_part001.tar
JSON Annotations
Each JSON file contains per-frame gaze annotations including:
face_bbox: Face bounding box coordinateshead_bbox: Head bounding box coordinatesgaze_point: Estimated gaze point on screenface_detected: Whether face was detected in frame- Person tracking IDs
Usage
from huggingface_hub import snapshot_download
# Download everything
snapshot_download(
repo_id="arkimjh/gaze_gesture",
repo_type="dataset",
local_dir="./gaze_gesture"
)
# Download only video tar files
snapshot_download(
repo_id="arkimjh/gaze_gesture",
repo_type="dataset",
allow_patterns=["tars/*.tar"],
local_dir="./gaze_gesture"
)
# Download only event annotations
snapshot_download(
repo_id="arkimjh/gaze_gesture",
repo_type="dataset",
allow_patterns=["event_data.tar"],
local_dir="./gaze_gesture"
)
# Extract archives
import tarfile
from pathlib import Path
# Extract event annotations
with tarfile.open("./gaze_gesture/event_data.tar") as tf:
tf.extractall("./gaze_gesture/")
# Extract video tar files
for tar_file in Path("./gaze_gesture/tars").glob("*.tar"):
with tarfile.open(tar_file) as tf:
tf.extractall("./gaze_gesture/videos/")
Data Sources
- embody3d: Embodied 3D interaction videos (3 parts)
- social-iq: Social intelligence QA videos (1 part)
- social_gesture: Social gesture recognition videos (1 part)
- tvqa: TV show QA videos (1 part)
Citation
TBD
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