coconut Image Dataset
v3
2024-06-19 10:05am
Generated on Jun 19, 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
Choose another format.
571 Total Images
View All Images
Dataset Split
Train Set 88%
504Images
Valid Set 8%
46Images
Test Set 4%
21Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Blur: Up to 1.6px
Noise: Up to 0.26% of pixels
Cutout: 3 boxes with 6% size each
Similar Projects
coconut-tXFw
267 images
coconut-jnFk
701 images
coconut-TDxf
1000 images
coconut-LG9n
182 images
CoCo
40 images