Object-detection Image Dataset
Versions
2024-02-22 7:46pm
v32
· 4 months ago
check-ni
v31
· 4 months ago
2024-02-22 3:16am
v29
· 4 months ago
Reference
v28
· 4 months ago
phone
v27
· 4 months ago
no seatbelt
v26
· 4 months ago
eyes-closed only
v25
· 4 months ago
2024-02-17 6:14pm
v24
· 4 months ago
2024-02-17 6:10pm
v23
· 4 months ago
2024-02-11 10:53pm
v22
· 5 months ago
Final Dataset
v21
· 5 months ago
2024-02-10 7:59pm
v20
· 5 months ago
All-Sidev2
v14
· 8 months ago
All-frontv2
v13
· 8 months ago
font-side
v10
· 8 months ago
All-Front
v9
· 8 months ago
2023-10-16 1:48pm
v7
· 8 months ago
v14
All-Sidev2
Generated on Nov 12, 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.
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1407 Total Images
View All Images
Dataset Split
Train Set 89%
1250Images
Valid Set 7%
99Images
Test Set 4%
58Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -48% and +48%
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