Versions
Versions
2024-03-14 2:32pm
v14
7521
Fast
COCOn
2023-05-23 7:28am
v12
11913
Fast
rock-paper-scissors-sxsw/11
YOLOv8n-100epochs
v11
15874
v5_2-resized640_aug7x-TrainedFromv6Chkpt
v10
15874
Fast
rock-paper-scissors-sxsw/6
v5_1-resized640_aug7x-TrainedFromv8Chkpt
v9
15874
Fast
rock-paper-scissors-sxsw/8
v3-resized640_aug7x
v8
15111
Fast
rock-paper-scissors-sxsw/7
v2-resized640_aug7x
v7
14144
Fast
rock-paper-scissors-sxsw/6
resized640_aug7x
v6
10768
Fast
rock-paper-scissors-sxsw/3
resized640_aug10x-FirstUploadSet-ForLabelAssist-ACCURATE
v4
8185
Accurate
COCOv6s
resized640_aug10x-FirstUploadSet-ForLabelAssist-FAST
v3
8185
Fast
COCOv6n
IsolateObjects_FirstUploadSet
v2
834
raw-images_FirstUploadSet
v1
1129
v14
2024-03-14 2:32pm
Generated on Mar 14, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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7521 Total Images
View All Images
Dataset Split
Train Set 88%
6588Images
Valid Set 8%
604Images
Test Set 4%
329Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Grayscale: Apply to 10% of images
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%