Dataset Versions
Versions
2023-03-14 4:04pm
v33
· 2 years ago
2023-03-13 2:55pm
v32
· 2 years ago
2023-03-08 7:31pm
v31
· 2 years ago
Update Check 1
v30
· 2 years ago
Clean- deleted -ground- objects
v29
· 2 years ago
91.6 mAP augury not
v28
· 2 years ago
92.1 mAP- Noise
v23
· 2 years ago
91.9 mAP- Clean
v22
· 2 years ago
92.2 mAP- Noise
v16
· 2 years ago
89.9 mAP- 45 Rotation
v15
· 2 years ago
92.0 mAP- Clean
v14
· 2 years ago
v23
92.1 mAP- Noise
Generated on Feb 17, 2023
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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12023 Total Images
View All Images
Dataset Split
Train Set 92%
11055Images
Valid Set 5%
633Images
Test Set 3%
335Images
Preprocessing
Modify Classes: 16 remapped, 16 dropped
Augmentations
Outputs per training example: 5
Noise: Up to 5% of pixels