siggraph24 Dataset
Versions
2024-07-20 8:07pm
v10
· 2 months ago
2024-07-20 8-02pm july20_train tag
v9
· 2 months ago
2024-07-17 2:17am
v8
· 2 months ago
2024-07-17 2:13am
v7
· 2 months ago
2024-07-17 2:12am
v6
· 2 months ago
2024-07-16 2:13am
v5
· 2 months ago
2024-07-16 2:11am
v4
· 2 months ago
2024-07-16 2:00am
v3
· 2 months ago
2024-07-05 7:43pm
v2
· 3 months ago
2024-07-05 5:11pm
v1
· 3 months ago
v5
2024-07-16 2:13am
Generated on Jul 16, 2024
Popular Download Formats
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
Choose another format.
0 Total Images
View All ImagesPreprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter by Tag: 2 required, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 20% Minimum Zoom, 52% Maximum Zoom
Shear: ±33° Horizontal, ±19° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.8px
Bounding Box: Rotation: Between -6° and +6°