Original+GAN_nets Image Dataset
Versions
2023-03-09 11:19pm
v12
Mar 9, 2023
2023-01-17 8:44am
v11
Jan 16, 2023
2023-01-11 1:31pm
v10
Jan 11, 2023
2023-01-04 5:52am
v9
Jan 3, 2023
2023-01-04 5:27am
v8
Jan 3, 2023
2022-12-19 3:38pm
v7
Dec 19, 2022
2022-10-14 11:10am
v6
Oct 14, 2022
2022-07-15 7:08am
v5
Jul 14, 2022
320x320 Hue: Between -80- and -80- Brightness: Between -30- and -30- Mosaic: Applied
v4
Jul 12, 2022
640x640 Hue: Between -80- and -80- Brightness: Between -30- and -30- Mosaic: Applied
v3
Jul 12, 2022
640x640
v2
Jul 10, 2022
320x320
v1
Jul 10, 2022
v9
2023-01-04 5:52am
Generated on Jan 3, 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.
1619 Total Images
View All Images
Dataset Split
Train Set 89%
1446Images
Valid Set 7%
120Images
Test Set 3%
53Images
Preprocessing
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Hue: Between -50° and +50°
Brightness: Between -60% and +60%
Blur: Up to 3px
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