Dataset Versions
Versions
2024-10-22 10:06am
v15
· 2 months ago
2024-10-22 10:03am
v14
· 2 months ago
2024-10-22 9:57am
v13
· 2 months ago
2024-10-21 6:06pm
v12
· 2 months ago
2024-10-21 5:59pm
v11
· 2 months ago
2024-10-21 1:17am
v10
· 2 months ago
2024-10-20 4:26pm
v9
· 2 months ago
2024-05-02 9:58am
v8
· 8 months ago
2024-05-01 2:04pm
v7
· 8 months ago
v12
2024-10-21 6:06pm
Generated on Oct 21, 2024
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.
1908 Total Images
View All Images
Dataset Split
Train Set 93%
1773Images
Valid Set 6%
122Images
Test Set 1%
13Images
Preprocessing
Auto-Orient: Applied
Dynamic Crop: Class: doorhandle
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -50% and +50%
Bounding Box: Exposure: Between -27% and +27%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels