Dissertation Comp Science Image Dataset
Versions
Augmented1280
v25
Aug 21, 2022
small 1280
v24
Aug 21, 2022
Augmented640
v22
Aug 21, 2022
small 640
v18
Aug 21, 2022
AugmentedCorrectly2size592
v16
Aug 20, 2022
AugmentedCorrectly1size597
v15
Aug 20, 2022
AugmentedCorrectly1size472
v14
Aug 19, 2022
Augmented with wrong bounding boxes
v11
Aug 19, 2022
2022-08-19 6:45pm
v6
Aug 19, 2022
2022-08-19 5:49pm
v3
Aug 19, 2022
v25
Augmented1280
Generated on Aug 21, 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.
907 Total Images
View All Images
Dataset Split
Train Set 95%
860Images
Valid Set 3%
24Images
Test Set 3%
23Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
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