Dataset Versions
Versions
larger_resize_variation
v17
· a year ago
w_null_houses
v14
· a year ago
2023-10-21 5:50pm
v13
· a year ago
rebalanced_images
v12
· a year ago
2023-10-21 3:49pm
v11
· a year ago
2023-10-21 3:32pm
v10
· a year ago
2023-10-21 2:30pm
v9
· a year ago
2023-10-21 2:29pm
v8
· a year ago
2023-10-21 2:28pm
v7
· a year ago
2023-10-21 2:27pm
v6
· a year ago
2023-10-21 2:25pm
v5
· a year ago
2023-07-20 12:00pm
v4
· a year ago
2022-12-05 8:32pm
v3
· 2 years ago
2022-12-05 8:24pm
v2
· 2 years ago
2022-12-05 7:30pm
v1
· 2 years ago
v11
2023-10-21 3:49pm
Generated on Oct 21, 2023
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.
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103 Total Images
View All Images
Dataset Split
Train Set 84%
87Images
Valid Set 10%
10Images
Test Set 6%
6Images
Preprocessing
Static Crop: 0-100% Horizontal Region, 19-100% Vertical Region
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1.25px
Mosaic: Applied