Dataset Versions
Versions
2022-06-14 2:18pm
v8
· 2 years ago
cars with extra testing vehicles
v7
· 2 years ago
2022-05-25 7:46am AllObjects GlassInsteadOfWindow
v6
· 2 years ago
2022-05-03 1:25pm car only
v5
· 3 years ago
2022-04-25 5:10pm
v4
· 3 years ago
noGreyscale
v3
· 3 years ago
2022-04-06 9:11am
v2
· 3 years ago
2022-04-06 8:40am
v1
· 3 years ago
v1
2022-04-06 8:40am
Generated on Apr 6, 2022
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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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156 Total Images
View All Images
Dataset Split
Train Set 87%
135Images
Valid Set 8%
13Images
Test Set 5%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each