Dataset Versions
Versions
2024-10-01 2:52am
v11
· a month ago
added customer image - 2024-09-30 11-23am
v10
· a month ago
2024-09-30 11:23am
v9
· a month ago
2024-09-27 11:48am
v8
· 2 months ago
add missing - add CHAIR TABLE 2024-09-27 11-46am
v7
· 2 months ago
v5-but-added-gray-scale-2024-09-26 4-42am
v6
· 2 months ago
2024-09-09 4:34am
v5
· 2 months ago
remove some round rooms and remove class- stair- sofa-l class - 2024-09-09 4-32am
v4
· 2 months ago
same as v2 without augmentation - 2024-09-09 3-57am
v3
· 2 months ago
2024-09-06 3:29am
v2
· 2 months ago
2024-09-05 12:03pm
v1
· 2 months ago
v11
2024-10-01 2:52am
Generated on Oct 1, 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.
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1052 Total Images
View All Images
Dataset Split
Train Set 87%
912Images
Valid Set 8%
79Images
Test Set 5%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 0.1% of pixels