gis_dataset Image Dataset
Versions
YOLOR-SET
v16
Apr 9, 2022
70-20-5 Dec-GIS
v15
Dec 3, 2021
Original_IMages
v14
Oct 31, 2021
YOLOX-DATASET
v13
Oct 6, 2021
2021-AUG-18
v12
Aug 18, 2021
Updated-dataset-14-Aug-21
v11
Aug 14, 2021
Broke-annotations-updated-dataset
v8
Aug 10, 2021
416x416SIZE 9 classes
v7
Aug 9, 2021
9 classes images 26 07 21
v5
Jul 26, 2021
v5
9 classes images 26 07 21
Generated on Jul 26, 2021
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.
714 Total Images
View All Images
Dataset Split
Train Set 87%
624Images
Valid Set 8%
59Images
Test Set 4%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 516x516
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 0.75px
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