Chair detector Dataset
Versions
2024-08-04 2:42am
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2024-07-20 12:59am
v12
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2024-07-19 11:58pm
v9
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v5
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2024-07-17 9:42pm
v2
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v1
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v5
2024-07-18 1:47am
Generated on Jul 18, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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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14319 Total Images
View All Images
Dataset Split
Train Set 85%
12231Images
Valid Set 10%
1422Images
Test Set 5%
666Images
Preprocessing
Resize: Stretch to 75x75
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 20% of images
Brightness: Between -15% and +15%