Dataset Versions
Versions
2022-11-24 12:48am
v21
· 2 years ago
2022-11-23 4:46pm
v20
· 2 years ago
2022-11-22 12:53am
v18
· 2 years ago
2022-10-29 1:37am
v17
· 2 years ago
v3_b640
v16
· 2 years ago
2022-10-18 12:07am
v15
· 2 years ago
v1 black-640x640
v12
· 2 years ago
vcomblack
v11
· 3 years ago
vcom
v10
· 3 years ago
v6
v7
· 3 years ago
2022-04-24 6:21pm
v6
· 3 years ago
v4
v5
· 3 years ago
v3
v3
· 3 years ago
v2
v2
· 3 years ago
v20
2022-11-23 4:46pm
Generated on Nov 23, 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.
Other Formats
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6987 Total Images
View All Images
Dataset Split
Train Set 88%
6126Images
Valid Set 8%
573Images
Test Set 4%
288Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -5° and +5°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Noise: Up to 1% of pixels