Dataset Versions
Versions
2023-07-31 7:41pm
v15
· a year ago
2023-07-31 7:06pm
v14
· a year ago
2022-11-30 7:14pm
v13
· 2 years ago
2022-11-20 3:21pm
v12
· 2 years ago
2022-11-20 1:24pm
v11
· 2 years ago
2022-11-20 1:05pm
v10
· 2 years ago
2022-11-20 12:23pm
v9
· 2 years ago
2022-06-27 9:35am
v8
· 2 years ago
2022-06-14 2:22pm
v7
· 2 years ago
2022-06-14 1:49pm
v6
· 2 years ago
2022-06-14 10:33am
v5
· 2 years ago
2022-05-19 2:11pm
v4
· 3 years ago
v15
2023-07-31 7:41pm
Generated on Jul 31, 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.
Other Formats
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193 Total Images
View All Images
Dataset Split
Train Set 85%
165Images
Valid Set 8%
16Images
Test Set 6%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 40% of images
Noise: Up to 7% of pixels