Dataset Versions
Versions
final_Cutout20pc15boxes
v11
· 10 months ago
Cutout20pc15boxes
v10
· 10 months ago
Noise10pc
v9
· 10 months ago
Blur15px
v8
· 10 months ago
Blur10px
v7
· 10 months ago
Exposure25pc
v5
· 10 months ago
Brightness25pc
v4
· 10 months ago
Cutout10pc10boxes
v3
· 10 months ago
Noise2pc
v2
· 10 months ago
Blur5px
v1
· 10 months ago
v11
final_Cutout20pc15boxes
Generated on Jan 23, 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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3131 Total Images
View All Images
Dataset Split
Train Set 92%
2886Images
Valid Set 5%
164Images
Test Set 3%
81Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 2
Cutout: 15 boxes with 20% size each