human gesture for surveillance Image Dataset
Versions
compare_3_models
v20
Feb 16, 2023
2023-02-06 10:53pm
v19
Feb 6, 2023
2023-02-05 11-30pm
v18
Feb 5, 2023
2022-11-29 12:21pm
v17
Nov 29, 2022
2022-11-29 12:00pm
v16
Nov 29, 2022
fill_with_centre_crop_in_2022-11-20 4-42pm
v15
Nov 20, 2022
train_valid_test_fully_seperate_2022-11-20 4-36pm
v14
Nov 20, 2022
2022-09-26 2:42pm
v13
Sep 26, 2022
1905 images 2022-09-07 10-24pm
v11
Sep 7, 2022
internet download 2 2022-08-19 10:44am
v10
Aug 19, 2022
internet images added 2022-08-17 11:34pm
v9
Aug 17, 2022
crawl_crouch_merged_2022-08-09_12:33am
v8
Aug 8, 2022
img_640_valid_diverse_2022-08-08_8:51pm
v7
Aug 8, 2022
2022-08-08 8:49pm
v6
Aug 8, 2022
valid and test from diff loc 2022-08-06 6:15pm
v4
Aug 6, 2022
2022-06-26_train_valid_test_mixed
v3
Jun 26, 2022
v20
compare_3_models
Generated on Feb 16, 2023
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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2787 Total Images
View All Images
Dataset Split
Train Set 72%
2012Images
Valid Set 16%
437Images
Test Set 12%
338Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 4 dropped
Augmentations
No augmentations were applied.