Dataset Versions
Versions
no augmentation
v27
· 2 years ago
EGGPLANT_100epoch
v26
· 2 years ago
2023-03-30 7:20pm
v25
· 2 years ago
11800 annotations
v23
· 2 years ago
2023-03-24 2:17pm
v22
· 2 years ago
resize stretch to
v21
· 2 years ago
flip-rotation-noise-shear-crop
v19
· 2 years ago
resize fill within
v18
· 2 years ago
2023-03-15 12:38pm
v15
· 2 years ago
no filter
v13
· 2 years ago
v19
flip-rotation-noise-shear-crop
Generated on Mar 22, 2023
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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10375 Total Images
View All Images
Dataset Split
Train Set 93%
9636Images
Valid Set 4%
438Images
Test Set 3%
301Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -21° and +21°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 1% of pixels