Dataset Versions
Versions
Final
v23
· a year ago
Pre-Final 3 -Less Null Frames
v22
· a year ago
Pre-Final 2
v21
· a year ago
Pre-Final 1
v20
· a year ago
2023-11-09 6:00pm
v18
· a year ago
2023-11-09 5:59pm
v17
· a year ago
2023-11-09 3:42pm
v16
· a year ago
2023-11-09 12:00pm
v15
· a year ago
2023-11-01 2:11pm
v14
· a year ago
2023-10-18 5:06pm
v13
· a year ago
2023-10-16 6:53pm
v11
· a year ago
2023-10-15 1:07am
v9
· a year ago
2023-10-12 6:32pm
v8
· a year ago
2023-10-12 1:56pm
v7
· a year ago
v16
2023-11-09 3:42pm
Generated on Nov 9, 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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56686 Total Images
View All Images
Dataset Split
Train Set 95%
53700Images
Valid Set 4%
1997Images
Test Set 2%
989Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 13% Maximum Zoom
Grayscale: Apply to 100% of images
Hue: Between -69° and +69°
Saturation: Between -55% and +55%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 4% of pixels
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 2% of pixels