Dataset Versions
Versions
PDD_V15_EXPOSURE_25-06-2024
v15
· 4 months ago
PDD_V14_BRGHT_SAT_ROTCNTR_EXP_24-06-2024
v14
· 4 months ago
PDD_V13_BRGHT_SAT_ROTCNTR_EXP_24-06-2024
v13
· 5 months ago
PDD_BRGHT_SAT_ROTCNTR_EXPOSURE_22-06-2024
v12
· 5 months ago
Working dataset Version
v11
· 5 months ago
2024-06-20 5:45pm
v10
· 5 months ago
PDD_BRGHT-SAT-V1_19-06-2024
v9
· 5 months ago
PDD_STD-SETUP_07-06-2024
v8
· 5 months ago
PDD_EXPOSURE-640_07-06-2024
v7
· 5 months ago
PDD_V3_TILING-ONLY_06-06-2024
v3
· 5 months ago
PDD_V2_05-06-2024
v2
· 5 months ago
PDD_V1_05-06-2024
v1
· 5 months ago
v12
PDD_BRGHT_SAT_ROTCNTR_EXPOSURE_22-06-2024
Generated on Jun 22, 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.
Other Formats
Choose another format.
2273 Total Images
View All Images
Dataset Split
Train Set 90%
2046Images
Valid Set 6%
137Images
Test Set 4%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 256x256
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Counter-Clockwise
Saturation: Between -20% and +20%
Brightness: Between 0% and +10%
Exposure: Between -15% and +15%