Dataset Versions
Versions
mosaic
v28
· 3 years ago
cutout
v27
· 3 years ago
noise
v26
· 3 years ago
blur
v25
· 3 years ago
exposure
v24
· 3 years ago
brightness
v23
· 3 years ago
saturation
v22
· 3 years ago
hue
v21
· 3 years ago
grayscale
v20
· 3 years ago
shear
v19
· 3 years ago
45rotation
v18
· 3 years ago
crop
v17
· 3 years ago
90rotation
v16
· 3 years ago
remap-flip
v15
· 3 years ago
v24
exposure
Generated on Aug 31, 2021
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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983 Total Images
View All Images
Dataset Split
Train Set 100%
983Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1536x1536
Modify Classes: 5 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Exposure: Between -34% and +34%