Dataset Versions
Versions
2024-07-15 7:17am
v13
· 4 months ago
mal
v12
· a year ago
2023-09-21 11:47am
v11
· a year ago
2023-06-25 5:13pm
v9
· a year ago
2023-06-25 5:08pm
v8
· a year ago
Parasite-7
v7
· a year ago
2023-06-25 2:33pm
v6
· a year ago
2023-06-25 1:47pm
v5
· a year ago
2023-06-25 5:54am
v4
· a year ago
2023-06-24 6:27pm
v3
· a year ago
2023-06-01 10:42pm
v2
· a year ago
2023-05-30 11:11am
v1
· a year ago
v3
2023-06-24 6:27pm
Generated on Jun 24, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
2220 Total Images
View All Images
Dataset Split
Train Set 87%
1935Images
Valid Set 4%
98Images
Test Set 8%
187Images
Preprocessing
Auto-Adjust Contrast: Using Histogram Equalization
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -22° and +22°
Shear: ±22° Horizontal, ±22° Vertical
Exposure: Between -22% and +22%
Mosaic: Applied