Undefined Objects Image Dataset
v2
2024-05-18 11:26pm
Generated on May 18, 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.
Other Formats
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8522 Total Images
View All Images
Dataset Split
Train Set 83%
7044Images
Valid Set 12%
1003Images
Test Set 6%
475Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 224x224
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±12° Horizontal, ±12° Vertical
Blur: Up to 2.2px
Noise: Up to 1.88% of pixels
EQSCH
5135 images
chairs
2526 images
objects
4321 images
Chairs, doors, tables
6804 images
fans-shelf-pc-powerstrip-windows
7280 images