ds2 Image Dataset
Versions
2022-12-28 1:56pm
v18
Dec 28, 2022
2022-12-25 1:19pm
v9
Dec 25, 2022
2022-12-25 1:01pm
v8
Dec 25, 2022
2022-12-25 12:43pm
v7
Dec 25, 2022
2022-12-25 12:35pm
v6
Dec 25, 2022
2022-12-25 12:18pm
v5
Dec 25, 2022
2022-12-25 12:10pm
v4
Dec 25, 2022
2022-12-25 12:05pm
v3
Dec 25, 2022
2022-12-15 10:57am
v2
Dec 15, 2022
2022-12-12 1:49pm
v1
Dec 12, 2022
v3
2022-12-25 12:05pm
Generated on Dec 25, 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.
3815 Total Images
View All Images
Dataset Split
Train Set 93%
3549Images
Valid Set 7%
248Images
Test Set 0%
18Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%
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