Dataset Versions
Versions
exposure_v4
v12
· 2 years ago
blur_v4
v11
· 2 years ago
original_v4
v10
· 2 years ago
blur_v3
v9
· 2 years ago
exposure_v3
v8
· 2 years ago
original_v3
v7
· 2 years ago
exposure_v2
v6
· 2 years ago
origin_v2
v5
· 2 years ago
brightness
v4
· 2 years ago
exposure
v3
· 2 years ago
rotate
v2
· 2 years ago
origin
v1
· 2 years ago
v2
rotate
Generated on May 28, 2022
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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45 Total Images
View All Images
Dataset Split
Train Set 87%
39Images
Valid Set 7%
3Images
Test Set 7%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°