Dataset Versions
Versions
additional images
v16
· 10 months ago
renamed to note
v15
· 10 months ago
remove white rings add noise
v14
· 10 months ago
Added white rings
v13
· 10 months ago
Added doors resize 320
v12
· 10 months ago
removed similar images
v11
· 10 months ago
2024-01-25 1:57pm
v10
· 10 months ago
2024-01-21 3:52pm
v9
· 10 months ago
2024-01-21 11:29am
v8
· 10 months ago
with video images-resize 640- skew
v7
· 10 months ago
2024-01-21 10:21am
v6
· 10 months ago
2024-01-21 10:17am
v5
· 10 months ago
2024-01-20 4:42pm
v4
· 10 months ago
2024-01-20 3:04pm
v3
· 10 months ago
2024-01-17 3:03pm
v2
· 10 months ago
2024-01-11 5:28pm
v1
· 10 months ago
v8
2024-01-21 11:29am
Generated on Jan 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
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461 Total Images
View All Images
Dataset Split
Train Set 89%
411Images
Valid Set 8%
35Images
Test Set 3%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 20% of images to contain annotations.
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%