Dataset Versions
Versions
FinalConcatTestMed
v18
· 8 months ago
ContrastStretchTest
v17
· 8 months ago
NoContrastTest
v16
· 8 months ago
NewBaseData
v15
· 8 months ago
YOLOv8TransferLearn
v14
· 9 months ago
BaseData
v13
· 10 months ago
CompleteSetTest1
v12
· a year ago
AdaptiveEqualizationTestSet
v11
· a year ago
HistogramEqualizationTestSet
v10
· a year ago
ContrastStretchingTestSet
v9
· a year ago
WhiteEdgesTestSet
v8
· a year ago
BlackEdgesTestSet
v7
· a year ago
ReflectEdgesTestSet
v6
· a year ago
DiverseRaccoonModelv1
v4
· a year ago
DefaultFullReal-DiffusionSet
v3
· a year ago
2023-11-18 2:56pm
v2
· a year ago
2023-11-18 2:32pm
v1
· a year ago
v14
YOLOv8TransferLearn
Generated on Mar 13, 2024
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TXT annotations and YAML config used with YOLOv11.
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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.
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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.
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PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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18202 Total Images
View All Images
Dataset Split
Train Set 95%
17367Images
Valid Set 3%
520Images
Test Set 2%
315Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -8° and +8°
Shear: ±8° Horizontal, ±8° Vertical
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Noise: Up to 0.1% of pixels