Petz Image Dataset
v5
2024-04-12 8:48pm
Generated on Apr 12, 2024
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1290 Total Images
View All Images
Dataset Split
Train Set 87%
1128Images
Valid Set 8%
108Images
Test Set 4%
54Images
Preprocessing
Resize: Fit within 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -19% and +19%
Blur: Up to 2.5px
Noise: Up to 0.65% of pixels
Similar Projects
food
58 images
food
58 images
items
1839 images
cats
70 images
food
58 images