Dataset Versions
Versions
augmentation
v44
· 2 months ago
v40 rebalance
v41
· 2 months ago
delete more similar images base on v39
v40
· 2 months ago
add some images from phone
v39
· 2 months ago
delete more image and add practice
v38
· 2 months ago
delete more similar images
v34
· 2 months ago
2024-11-08 3:26am
v32
· 2 months ago
best but too many similar images
v27
· 3 months ago
v27
best but too many similar images
Generated on Oct 8, 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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12313 Total Images
View All Images
Dataset Split
Train Set 87%
10761Images
Valid Set 8%
1032Images
Test Set 4%
520Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -5° and +5°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%