Phage Plaque Final Image Dataset
v5
2024-01-19 7:24am
Generated on Jan 19, 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.
7830 Total Images
View All Images
Dataset Split
Train Set 88%
6858Images
Valid Set 8%
657Images
Test Set 4%
315Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Blur: Up to 2px
Similar Projects
Phage-Plaques
154 images
Phage-Plaques
909 images
Plaques-6hh8
25 images
Petri
418 images
Bacterias
47 images