Fluorescence Microscopy Data Image Dataset
Versions
v1
2023-01-19 4:56pm
Generated on Jan 19, 2023
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.
1602 Total Images
View All Images
Dataset Split
Train Set 92%
1479Images
Valid Set 8%
123Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 384x384
Grayscale: Applied
Modify Classes: 3 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -20% and +20%
Similar Projects
podosomes
982 images
podosome_zones
1500 images
podosome_zones-Jb6t
1493 images
Cell
55 images
Cells
25 images