UAV_detect_car Image Dataset
Versions
v1
2023-08-16 3:52pm
Generated on Aug 16, 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.
19490 Total Images
View All ImagesDataset Split
Train Set 92%
17976Images
Valid Set 4%
757Images
Test Set 4%
757Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -25° and +25°
Mosaic: Applied
Bounding Box: Blur: Up to 1.25px
Similar Projects
vehicles
218 images
mobil-roda2-bus-truk
6520 images
car-cycle-bus-truck-van
939 images
Vehicless
1532 images
car-cycle-bus-truck-van
939 images