aerialview Dataset
Versions
2022-06-05 10:46am
v10
· 2 years ago
2022-06-04 1:40pm
v9
· 2 years ago
2022-06-04 1:37pm
v8
· 2 years ago
pedestrain_refuge
v7
· 2 years ago
2022-06-04 1:05am
v6
· 2 years ago
2022-06-03 7:18pm
v5
· 2 years ago
2022-06-03 6:00pm
v4
· 2 years ago
2022-06-03 5:40pm
v3
· 2 years ago
2022-06-03 5:28pm
v2
· 2 years ago
2022-06-03 4:58pm
v1
· 2 years ago
v3
2022-06-03 5:40pm
Generated on Jun 3, 2022
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
3962 Total Images
View All Images
Dataset Split
Train Set 92%
3657Images
Valid Set 5%
183Images
Test Set 3%
122Images
Preprocessing
Resize: Fill (with center crop) in 255x255
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Cutout: 25 boxes with 1% size each
Mosaic: Applied