guano-hotspots-3 Image Dataset
Versions
No augmentations
v10
Aug 14, 2023
Mosaic
v9
Aug 14, 2023
Brightness
v8
Aug 14, 2023
Noise
v7
Aug 14, 2023
Crop - Hue - Saturation - Exposure - Noise
v6
Aug 14, 2023
Crop - Hue - Saturation - Exposure - Noise
v5
Aug 13, 2023
Noise
v4
Aug 13, 2023
Brightness
v3
Aug 13, 2023
Mosaic
v2
Aug 13, 2023
No augmentations
v1
Aug 13, 2023
v10
No augmentations
Generated on Aug 14, 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.
173 Total Images
View All Images
Dataset Split
Train Set 82%
141Images
Valid Set 17%
29Images
Test Set 2%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped
Augmentations
No augmentations were applied.
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