yolo2 Image Dataset
Versions
2022-10-29 4:07pm
v15
Oct 29, 2022
2022-10-29 4:02pm
v14
Oct 29, 2022
2022-10-29 3:33pm
v13
Oct 29, 2022
2022-10-29 2:34pm
v12
Oct 29, 2022
2022-10-27 11:38am
v11
Oct 27, 2022
2022-10-25 3:44pm
v10
Oct 25, 2022
2022-10-25 3:10pm
v9
Oct 25, 2022
2022-10-21 2:46pm
v8
Oct 21, 2022
2022-10-21 2:14pm
v7
Oct 21, 2022
2022-10-21 2:09pm
v6
Oct 21, 2022
2022-10-21 1:57pm
v5
Oct 21, 2022
2022-10-21 10:55am
v4
Oct 21, 2022
2022-10-21 10:27am
v3
Oct 21, 2022
2022-10-21 10:23am
v2
Oct 21, 2022
2022-10-21 10:23am
v1
Oct 21, 2022
v12
2022-10-29 2:34pm
Generated on Oct 29, 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.
6117 Total Images
View All Images
Dataset Split
Train Set 50%
3084Images
Valid Set 5%
311Images
Test Set 44%
2722Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 2.75px
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