fruitsCalories Image Dataset
Versions
2024-03-05 1:48pm
v12
Mar 5, 2024
2024-02-10 2:03pm
v11
Feb 10, 2024
2024-01-21 8:02pm
v10
Jan 21, 2024
2024-01-20 12:18pm
v9
Jan 19, 2024
2024-01-20 10:54am
v8
Jan 19, 2024
2024-01-18 10:53am
v7
Jan 17, 2024
2024-01-16 11:09am
v6
Jan 15, 2024
2024-01-15 3:33pm
v5
Jan 15, 2024
2024-01-14 9:55pm
v4
Jan 14, 2024
2024-01-14 10:58am
v3
Jan 13, 2024
2024-01-13 9:51pm
v2
Jan 13, 2024
2024-01-13 12:26pm
v1
Jan 12, 2024
v12
2024-03-05 1:48pm
Generated on Mar 5, 2024
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
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4478 Total Images
View All Images
Dataset Split
Train Set 87%
3918Images
Valid Set 8%
374Images
Test Set 4%
186Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 0.1% of pixels
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