10042023 PD Ecoli Blended Image Dataset
v7
PD 10042023
Generated on Oct 5, 2023
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.
2874 Total Images
View All Images
Dataset Split
Train Set 87%
2501Images
Valid Set 9%
252Images
Test Set 4%
121Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 768x576
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -2° and +2°
Shear: ±2° Horizontal, ±2° Vertical
Blur: Up to 1.5px
Noise: Up to 1% of pixels
Similar Projects
PD-Particles
61 images
drop
641 images
PD-fluid-Particle
3988 images
single-molecules
635 images
Holographic-Bacteria
2942 images