Dataset Versions
Versions
updated_raw-images
v19
· 2 years ago
V3-augmented5x-FAST
v18
· 2 years ago
V2-augmented5x-FAST
v17
· 2 years ago
resizeStretchTo-augmented5x-FAST
v16
· 2 years ago
resizeFitBlackEdges-augmented5x-FAST
v15
· 2 years ago
2022-09-27 9:25am
v14
· 2 years ago
resize-FitBlackEdges-ACCURATE
v11
· 3 years ago
augmented-ResizeStretchTo-ACCURATE
v10
· 3 years ago
augmented-FitBlackEdges-FAST
v9
· 3 years ago
augmented-ResizeStretchTo-FAST
v8
· 3 years ago
raw-images-updated
v7
· 3 years ago
aug
v6
· 4 years ago
raw
v4
· 4 years ago
mosaic_version
v3
· 4 years ago
v2
v2
· 4 years ago
416x416-black-padding
v1
· 5 years ago
v6
aug
Generated on Nov 29, 2020
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
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1094 Total Images
View All Images
Dataset Split
Train Set 96%
1050Images
Valid Set 3%
29Images
Test Set 1%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 10
Flip: Horizontal
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Grayscale: Apply to 10% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1px