Dataset Versions
Versions
asia_furniture_v13
v13
· 3 years ago
asia_furniture_v12
v12
· 3 years ago
asia_furniture_v11
v11
· 3 years ago
asia_furniture_v10
v10
· 3 years ago
asia_furniture_v9
v9
· 3 years ago
asia_furniture_v8
v8
· 3 years ago
asia_furniture_v7
v7
· 3 years ago
asia_furniture_v6
v6
· 3 years ago
asia_furniture_v5
v5
· 3 years ago
asia_furniture_v4
v4
· 3 years ago
asia_furniture_v3
v3
· 3 years ago
asia_furniture_v2
v2
· 3 years ago
asia_furniture_v1
v1
· 3 years ago
v8
asia_furniture_v8
Generated on Mar 16, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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.
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783 Total Images
View All Images
Dataset Split
Train Set 87%
684Images
Valid Set 8%
63Images
Test Set 5%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Brightness: Between -9% and +9%
Noise: Up to 3% of pixels
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical