Dataset Versions
Versions
05
v28
· 2 years ago
04
v27
· 2 years ago
03
v26
· 2 years ago
02
v25
· 2 years ago
01
v24
· 2 years ago
2022-07-18 11:00pm
v23
· 2 years ago
2022-07-18 11:00pm
v22
· 2 years ago
2022-07-18 10:58pm
v21
· 2 years ago
2022-07-18 10:57pm
v20
· 2 years ago
Cars10
v19
· 2 years ago
Cars9
v18
· 2 years ago
Cars8
v17
· 2 years ago
Cars7
v16
· 2 years ago
Cars6
v15
· 2 years ago
Cars5
v14
· 2 years ago
Cars4
v13
· 2 years ago
Cars3
v12
· 2 years ago
Cars2
v11
· 2 years ago
Cars1
v10
· 2 years ago
v28
05
Generated on Jul 18, 2022
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.
Other Formats
Choose another format.
640 Total Images
View All Images
Dataset Split
Train Set 81%
520Images
Valid Set 11%
70Images
Test Set 8%
50Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels