Dataset Versions
Versions
Bounding Box: Noise
v24
· 3 years ago
Bounding Box: Blur
v23
· 3 years ago
Bounding Box: Exposure
v22
· 3 years ago
Bounding Box: Brightness
v21
· 3 years ago
Bounding Box: Shear
v20
· 3 years ago
brotation
v19
· 3 years ago
bcrop
v18
· 3 years ago
Bounding Box: 90- Rotate
v17
· 3 years ago
bflip
v16
· 3 years ago
Mosaic
v15
· 3 years ago
Cutout
v14
· 3 years ago
Noise
v13
· 3 years ago
Blur
v12
· 3 years ago
Exposure
v11
· 3 years ago
Brightness
v10
· 3 years ago
Saturation
v9
· 3 years ago
Hue
v8
· 3 years ago
Grayscale
v7
· 3 years ago
Shear
v6
· 3 years ago
Rotation
v5
· 3 years ago
crop
v4
· 3 years ago
90- Rotate
v3
· 3 years ago
Flip
v2
· 3 years ago
final-1
v1
· 3 years ago
v21
Bounding Box: Brightness
Generated on Dec 22, 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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106 Total Images
View All Images
Dataset Split
Train Set 87%
92Images
Valid Set 8%
9Images
Test Set 5%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%