trafikstardust Image Dataset
Versions
2024-04-02 4:41pm
v15
Apr 2, 2024
2024-04-02 2:01pm
v14
Apr 2, 2024
2024-04-02 11:25am
v13
Apr 2, 2024
2024-03-29 4:39pm
v10
Mar 29, 2024
2024-03-24 12:57pm
v9
Mar 24, 2024
2024-03-22 3:32pm
v8
Mar 22, 2024
2024-03-18 4:15pm
v7
Mar 18, 2024
2024-03-18 3:18pm
v6
Mar 18, 2024
2024-03-17 6:56pm
v3
Mar 17, 2024
2024-03-11 1:23am
v2
Mar 10, 2024
2024-03-10 4:40pm
v1
Mar 10, 2024
v13
2024-04-02 11:25am
Generated on Apr 2, 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.
1953 Total Images
View All Images
Dataset Split
Train Set 71%
1380Images
Valid Set 15%
288Images
Test Set 15%
285Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±9° Horizontal, ±9° Vertical
Saturation: Between -15% and +15%
Brightness: Between -11% and +11%
Exposure: Between -7% and +7%
Blur: Up to 1.8px
Noise: Up to 0.1% of pixels
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