Rock Paper Scissors SXSW Image Dataset
Versions
2024-03-14 2:32pm
v14
Mar 14, 2024
2023-05-23 7:28am
v12
May 23, 2023
YOLOv8n-100epochs
v11
Mar 13, 2023
v5_2-resized640_aug7x-TrainedFromv6Chkpt
v10
Mar 13, 2023
v5_1-resized640_aug7x-TrainedFromv8Chkpt
v9
Mar 13, 2023
v3-resized640_aug7x
v8
Mar 13, 2023
v2-resized640_aug7x
v7
Mar 12, 2023
resized640_aug7x
v6
Mar 12, 2023
resized640_aug10x-FirstUploadSet-ForLabelAssist-ACCURATE
v4
Jan 11, 2023
resized640_aug10x-FirstUploadSet-ForLabelAssist-FAST
v3
Jan 11, 2023
IsolateObjects_FirstUploadSet
v2
Jan 11, 2023
raw-images_FirstUploadSet
v1
Jan 11, 2023
v3
resized640_aug10x-FirstUploadSet-ForLabelAssist-FAST
Generated on Jan 11, 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.
Other Formats
Choose another format.
8185 Total Images
View All Images
Dataset Split
Train Set 96%
7840Images
Valid Set 3%
224Images
Test Set 1%
121Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 10
Flip: Horizontal
Rotation: Between -12° and +12°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
Cutout: 7 boxes with 3% size each
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