fruitsv2 Image Dataset
v8
2022-10-15 5:29pm
Generated on Oct 15, 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
Choose another format.
6195 Total Images
View All Images
Dataset Split
Train Set 70%
4335Images
Valid Set 20%
1240Images
Test Set 10%
620Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 7 remapped, 0 dropped
Augmentations
Outputs per training example: 1
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Blur: Up to 2.25px
Similar Projects
fruits
4800 images
Letters
3644 images
Fruits
2637 images
fruits
1943 images
fruits
1727 images