gtsdb3 Image Dataset
Versions
2024-02-26 9:49pm
v9
Feb 26, 2024
2024-02-26 9:48pm
v8
Feb 26, 2024
2024-02-26 9:48pm
v7
Feb 26, 2024
2024-02-24 7:26pm
v6
Feb 24, 2024
2024-02-24 7:26pm
v5
Feb 24, 2024
2024-02-24 7:26pm
v4
Feb 24, 2024
2024-02-24 4:00pm
v3
Feb 24, 2024
2024-02-24 3:59pm
v2
Feb 24, 2024
2024-02-24 3:59pm
v1
Feb 24, 2024
v9
2024-02-26 9:49pm
Generated on Feb 26, 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.
614 Total Images
View All Images
Dataset Split
Train Set 85%
519Images
Valid Set 7%
42Images
Test Set 9%
53Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Similar Projects
Traffic-Signs
1526 images
test
1526 images
traffic-signs
1759 images
signs
945 images
Traffic-Signs
2161 images