combined all Image Dataset
Versions
try this one last time
v10
Nov 26, 2021
better training set 1200 imgs
v9
Nov 26, 2021
1200 img better test bal
v8
Nov 23, 2021
lets see if the test shuffle worked
v7
Nov 23, 2021
1200 img better test set v4
v5
Nov 23, 2021
1200 img v4
v4
Nov 23, 2021
1000 img v3
v3
Nov 22, 2021
1000 img v2
v2
Nov 20, 2021
1000 img solar
v1
Nov 19, 2021
v9
better training set 1200 imgs
Generated on Nov 26, 2021
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.
1157 Total Images
View All Images
Dataset Split
Train Set 99%
1143Images
Valid Set %
0Images
Test Set 1%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -18° and +18°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical
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