Web UI Element Detection Raw Dataset
Versions
2024-06-25 3:19pm
v8
· 13 days ago
2024-06-25 4:41am
v7
· 13 days ago
2024-06-23 10-01am - 300 Images - Augmented
v5
· 15 days ago
2024-06-23 9-39am - 300 images
v4
· 15 days ago
2024-06-23 8-08am - 200 images
v3
· 15 days ago
2024-06-21 1-49pm - 100 images - augmented
v2
· 17 days ago
2024-06-21 12-53pm - 100 images
v1
· 17 days ago
v2
2024-06-21 1-49pm - 100 images - augmented
Generated on Jun 21, 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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240 Total Images
View All Images
Dataset Split
Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Brightness: Between -25% and +25%
Blur: Up to 2px
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