vehiclefinal Image Dataset
v4
2023-05-20 2:48pm
Generated on May 20, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
4883 Total Images
View All Images
Dataset Split
Train Set 87%
4272Images
Valid Set 8%
415Images
Test Set 4%
196Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -11° and +11°
Blur: Up to 3.25px
Cutout: 3 boxes with 10% size each
Similar Projects
words
5559 images
car-truck-minibus
2817 images
type-of-cars
4545 images
vehicles
1508 images
car, bike, motorcycle, bus, truck, person, traffic signal, traffic signs
1589 images