Dataset Versions
Versions
YOLOv8 CACS 35E
v15
· 8 months ago
YOLOv8 CAAE AO
v13
· 8 months ago
YOLOv8 CACS 30E
v12
· 8 months ago
YOLOv8 CAHE AO
v10
· 8 months ago
From Model 6
v8
· 8 months ago
YOLOv8n without AO
v7
· 8 months ago
YOLOv8n with AO
v6
· 8 months ago
2024-03-20 4:53pm
v5
· 8 months ago
2024-03-19 3:18pm
v4
· 8 months ago
v10
YOLOv8 CAHE AO
Generated on Mar 21, 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.
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5634 Total Images
View All Images
Dataset Split
Train Set 88%
4950Images
Valid Set 8%
459Images
Test Set 4%
225Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels