NonTextElements Image Dataset
Versions
2024-03-26 4:31pm
v13
Mar 26, 2024
2024-03-26 4:29pm
v12
Mar 26, 2024
2024-03-14 10:53am
v11
Mar 14, 2024
2024-03-14 1:13am
v10
Mar 14, 2024
2024-03-14 1:00am
v9
Mar 14, 2024
2024-03-13 11:32pm
v8
Mar 13, 2024
2024-03-13 11:27pm
v7
Mar 13, 2024
2024-03-13 11:25pm
v6
Mar 13, 2024
2024-03-13 11:21pm
v5
Mar 13, 2024
2024-03-13 3:15pm
v4
Mar 13, 2024
2024-03-06 5:21pm
v2
Mar 6, 2024
2024-03-06 12:46pm
v1
Mar 6, 2024
v13
2024-03-26 4:31pm
Generated on Mar 26, 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
Choose another format.
6644 Total Images
View All Images
Dataset Split
Train Set 88%
5814Images
Valid Set 8%
551Images
Test Set 4%
279Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 7-85% Vertical Region
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 54% of images
Saturation: Between -31% and +31%
Brightness: Between -28% and +28%
Exposure: Between -42% and +42%
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