Dataset Versions
Versions
just dataset 2
v15
· 3 years ago
v12 augmented
v14
· 3 years ago
v11 augmented
v13
· 3 years ago
just dataset
v12
· 3 years ago
just bananas
v11
· 3 years ago
v10 augmented -rebalanced test set to more training-
v10
· 3 years ago
v9 augmented
v9
· 3 years ago
v8 augmented
v8
· 3 years ago
v7 augmented
v7
· 3 years ago
v6 augmented
v6
· 3 years ago
v5 augmented
v5
· 3 years ago
v4 augmented
v4
· 3 years ago
augmented v2
v3
· 3 years ago
unaugmented
v2
· 3 years ago
augmented
v1
· 3 years ago
v6
v6 augmented
Generated on Mar 23, 2022
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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2017 Total Images
View All Images
Dataset Split
Train Set 84%
1689Images
Valid Set 5%
105Images
Test Set 11%
223Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 300x300
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1px