Fruit toys Image Dataset
Versions!
2022-12-12 9:11am
v7
· 2 years ago
864
2022-08-03 8:36am
v6
· 2 years ago
589
640x480
Fill (with center crop) in
2022-07-07 1:50pm
v5
· 2 years ago
588
640x480
Fill (with center crop) in
2022-06-27 12:20pm
v4
· 2 years ago
323
640x480
Fill (with center crop) in
2022-06-27 12:07pm
v3
· 2 years ago
137
Fast
COCOv6n
fruitobjectsfortraining
v2
· 2 years ago
112
Fast
Objects_training1
v1
· 2 years ago
201
Fast
v7
2022-12-12 9:11am
Generated on Dec 12, 2022
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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864 Total Images
View All Images
Dataset Split
Train Set 87%
750Images
Valid Set 8%
73Images
Test Set 5%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 47% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
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: ±15° Horizontal, ±15° Vertical
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