Baby_Blocks Image Dataset
Versions
2023-01-14 2:27am
v24
Jan 14, 2023
2022-09-27 6:44pm
v23
Sep 27, 2022
2022-09-08 2:27pm
v22
Sep 8, 2022
2022-09-06 11:59am
v19
Sep 6, 2022
2022-09-05 3:16pm
v18
Sep 5, 2022
2022-09-05 2:49pm
v17
Sep 5, 2022
2022-09-05 1:08pm
v16
Sep 5, 2022
2022-09-04 11:14pm
v15
Sep 4, 2022
2022-09-04 11:08pm
v14
Sep 4, 2022
2022-09-04 11:06pm
v13
Sep 4, 2022
2022-09-04 10:15pm
v12
Sep 4, 2022
2022-08-05 8:11pm
v9
Aug 5, 2022
2022-07-30 6:47pm
v7
Jul 30, 2022
2022-07-28 12:51pm
v4
Jul 28, 2022
2022-07-25 1:49pm
v2
Jul 25, 2022
v9
2022-08-05 8:11pm
Generated on Aug 5, 2022
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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10319 Total Images
View All Images
Dataset Split
Train Set 89%
9222Images
Valid Set 7%
703Images
Test Set 4%
394Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 6% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -18% and +18%
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