vehicle detection Image Dataset
Versions
2024-04-30 7:43pm
v22
Apr 30, 2024
2024-03-23 1:46pm
v21
Mar 23, 2024
2024-03-22 12:26pm
v20
Mar 22, 2024
2024-01-09 3:23pm
v19
Jan 9, 2024
2024-01-09 2:04pm
v18
Jan 9, 2024
2024-01-08 12:13pm
v17
Jan 8, 2024
2024-01-07 7:45pm
v16
Jan 7, 2024
2024-01-05 11:50am
v15
Jan 5, 2024
2024-01-05 2:01am
v14
Jan 4, 2024
2024-01-05 12:05am
v13
Jan 4, 2024
2024-01-03 9:27pm
v12
Jan 3, 2024
2024-01-03 11:38am
v11
Jan 3, 2024
2024-01-01 5:45pm
v10
Jan 1, 2024
2024-01-01 12:24pm
v9
Jan 1, 2024
2023-12-31 4:59pm
v8
Dec 31, 2023
2023-12-29 2:37pm
v7
Dec 29, 2023
2023-12-28 7:04pm
v6
Dec 28, 2023
2023-12-27 3:17pm
v5
Dec 27, 2023
2023-12-27 11:03am
v4
Dec 27, 2023
2023-12-27 9:33am
v3
Dec 27, 2023
2023-12-26 6:13pm
v2
Dec 26, 2023
2023-12-26 3:29pm
v1
Dec 26, 2023
v22
2024-04-30 7:43pm
Generated on Apr 30, 2024
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.
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1305 Total Images
View All Images
Dataset Split
Train Set 88%
1146Images
Valid Set 8%
105Images
Test Set 4%
54Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Cutout: 5 boxes with 2% size each
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom
Bounding Box: Exposure: Between -2% and +2%
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