Beanie Boos vs. Humans Image Dataset
Versions
2024-03-01 1:25pm
v10
Mar 1, 2024
2024-02-28 12:30pm
v9
Feb 28, 2024
2024-02-28 12:15pm
v8
Feb 28, 2024
2024-02-26 9:26am
v7
Feb 26, 2024
2024-02-20 11:43pm
v6
Feb 20, 2024
2023-12-21 2:10pm
v5
Dec 21, 2023
2023-12-20 9:30am
v4
Dec 20, 2023
2023-12-19 9:03pm
v3
Dec 19, 2023
2023-12-19 1:30pm
v2
Dec 19, 2023
2023-12-19 12:16pm
v1
Dec 19, 2023
v10
2024-03-01 1:25pm
Generated on Mar 1, 2024
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TXT annotations and YAML config used with YOLOv9.
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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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.
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2317 Total Images
View All ImagesDataset Split
Train Set 87%
2025Images
Valid Set 13%
292Images
Test Set %
0Images
Preprocessing
Resize: Fit (black edges) in 640x480
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Blur: Up to 1.8px
Noise: Up to 1.53% of pixels
Cutout: 3 boxes with 10% size each
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