Pepper Image Dataset
Versions
2022-10-25 10:55am
v22
Oct 25, 2022
2022-10-25 9:45am
v21
Oct 25, 2022
2022-10-21 7:48am
v20
Oct 21, 2022
2022-10-18 1:26pm
v19
Oct 18, 2022
2022-10-18 12:26pm
v18
Oct 18, 2022
2022-10-13 9:24am
v17
Oct 13, 2022
2022-10-12 1:33pm
v16
Oct 12, 2022
2022-10-11 3:00pm
v15
Oct 11, 2022
2022-10-11 9:55am
v14
Oct 11, 2022
2022-10-10 1:23pm
v13
Oct 10, 2022
2022-10-10 12:47pm
v12
Oct 10, 2022
2022-08-23 1:31pm
v10
Aug 23, 2022
2022-08-22 3:56pm
v9
Aug 22, 2022
2022-08-22 11:40am
v8
Aug 22, 2022
2022-08-19 12:50pm
v7
Aug 19, 2022
2022-08-09 11:15am
v6
Aug 9, 2022
2022-08-05 11:46am
v4
Aug 5, 2022
2022-08-03 3:29pm
v3
Aug 3, 2022
2022-08-02 11:12am
v2
Aug 2, 2022
2022-08-02 9:59am
v1
Aug 2, 2022
v6
2022-08-09 11:15am
Generated on Aug 9, 2022
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.
Other Formats
Choose another format.
474 Total Images
View All Images
Dataset Split
Train Set 87%
411Images
Valid Set 8%
37Images
Test Set 5%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
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