Brown Images Image Dataset
Versions
2022-03-13 1:32pm
v25
Mar 13, 2022
allimg
v24
Feb 24, 2022
2022-02-24 3:15pm
v23
Feb 24, 2022
2022-02-23 2:28pm
v22
Feb 23, 2022
2022-02-22 4:03pm
v21
Feb 22, 2022
2022-02-15 4:39pm
v20
Feb 15, 2022
2022-02-15 2:30pm
v19
Feb 15, 2022
2022-02-15 2:29pm
v18
Feb 15, 2022
2022-02-15 2:29pm
v17
Feb 15, 2022
2022-02-11 4:50pm
v16
Feb 11, 2022
2022-02-11 11:52am
v15
Feb 11, 2022
2022-02-11 11:51am
v14
Feb 11, 2022
2022-02-10 3:16pm
v13
Feb 10, 2022
2022-02-10 11:40am
v12
Feb 10, 2022
2022-02-10 10:25am
v11
Feb 10, 2022
2022-02-09 4:33pm
v10
Feb 9, 2022
2022-02-09 4:09pm
v9
Feb 9, 2022
2022-02-09 12:39pm
v8
Feb 9, 2022
2022-02-08 4:06pm
v7
Feb 8, 2022
2022-02-08 3:35pm
v6
Feb 8, 2022
2022-02-08 2:32pm
v5
Feb 8, 2022
2022-02-08 1:59pm
v4
Feb 8, 2022
2022-02-08 1:40pm
v3
Feb 8, 2022
2022-02-08 10:21am
v2
Feb 8, 2022
v25
2022-03-13 1:32pm
Generated on Mar 13, 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
Choose another format.
11144 Total Images
View All Images
Dataset Split
Train Set 89%
9897Images
Valid Set 10%
1167Images
Test Set 1%
80Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -2° and +2°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 2% of pixels
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