Dataset Versions
Versions
2024-04-12 1:34pm
v20
· 7 months ago
2024-04-11 12:15pm
v19
· 7 months ago
2024-04-09 8:44pm
v18
· 7 months ago
b data jdida
v17
· 7 months ago
2024-04-09 1:54am
v16
· 7 months ago
2024-03-26 2:57pm
v15
· 8 months ago
2024-03-26 2:52pm
v14
· 8 months ago
2024-03-23 2:59pm
v13
· 8 months ago
2024-03-23 1:19pm
v12
· 8 months ago
2024-03-21 3:06pm
v11
· 8 months ago
2024-03-21 2:49pm
v9
· 8 months ago
2024-03-21 2:09pm
v8
· 8 months ago
2024-03-20 12:35pm
v7
· 8 months ago
sou1.1
v6
· 8 months ago
v13
2024-03-23 2:59pm
Generated on Mar 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.
Other Formats
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17559 Total Images
View All Images
Dataset Split
Train Set 91%
15987Images
Valid Set 6%
972Images
Test Set 3%
600Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±14° Vertical
Grayscale: Apply to 20% of images
Hue: Between -21° and +21°
Saturation: Between -34% and +34%
Brightness: Between -24% and +24%
Exposure: Between -15% and +15%
Blur: Up to 4.1px
Noise: Up to 1.88% of pixels