Orientation Car Parking Dataset
Versions
2024-02-07 12:35pm
v11
· 9 months ago
2023-10-05 12:14pm
v10
· a year ago
2023-09-30 6:46pm
v9
· a year ago
2023-07-25 9:03am
v8
· a year ago
2023-07-20 10:10pm
v7
· a year ago
2023-07-13 2:23pm
v6
· a year ago
2023-07-11 3:54pm
v5
· a year ago
2023-07-10 4:18pm
v4
· a year ago
2023-07-01 12:43pm
v3
· a year ago
2023-06-23 5:50pm
v2
· a year ago
2023-06-23 9:58am
v1
· a year ago
v10
2023-10-05 12:14pm
Generated on Oct 5, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
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1599 Total Images
View All Images
Dataset Split
Train Set 87%
1398Images
Valid Set 8%
132Images
Test Set 4%
69Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 50% of images
Brightness: Between -50% and +50%
Blur: Up to 1.5px
Noise: Up to 5% of pixels