DL-Project Image Dataset
Versions
2023-03-15 10-31pm-90x90-NoCut-out-NoBlur
v8
Mar 15, 2023
2023-03-15 10-27pm- resize90x90- no cut out
v7
Mar 15, 2023
2023-03-15 10-23pm-Resize 150x150
v6
Mar 15, 2023
2023-03-15 10-19pm- Resize90x90
v5
Mar 15, 2023
2023-03-14 9:09pm
v4
Mar 14, 2023
2023-03-14 12:10am
v3
Mar 13, 2023
2023-03-11 6:05pm
v1
Mar 11, 2023
v8
2023-03-15 10-31pm-90x90-NoCut-out-NoBlur
Generated on Mar 15, 2023
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.
2326 Total Images
View All Images
Dataset Split
Train Set 87%
2034Images
Valid Set 6%
147Images
Test Set 6%
145Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 90x90
Modify Classes: 2 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±21° Horizontal, ±23° Vertical
Hue: Between -59° and +59°
Exposure: Between -54% and +54%
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -45% and +45%
Bounding Box: Noise: Up to 5% of pixels
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