TVD Image Dataset
Versions
v7
grayscale n augmented
Generated on Oct 31, 2023
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.
1510 Total Images
View All Images
Dataset Split
Train Set 82%
1242Images
Valid Set 10%
153Images
Test Set 8%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -20° and +20°
Noise: Up to 5% of pixels
Similar Projects
Triple riding, No helmet, Using mobile, Wheeling-4VFD
670 images
no_helmet-helmet
700 images
TVD-boxes-to-segmentations
694 images
Triple riding, No helmet, Using mobile, Wheeling-QUdI
682 images
No_Parking-Not_Wearing_Helmet
1316 images