Dataset Versions

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Counterfeit Biogesic Noise Augmented

Counterfeit Biogesic Blur Augmented

Counterfeit Biogesic Exposure Augmented

Counterfeit Biogesic Brightness Augmented

Counterfeit Biogesic Saturation Augmented

Counterfeit Biogesic Shear Augmented

Counterfeit Biogesic Rotation Augmented

Counterfeit Biogesic Crop Augmented

Counterfeit Biogesic Rotate Augmented

Counterfeit Biogesic Flip Augmented

Counterfeit Biogesic Not Augmented

Authentic Bioflu Noise Augmented

Authentic Bioflu Blur Augmented

Authentic Bioflu Exposure Augmented

Authentic Bioflu Brightness Augmented

Authentic Bioflu Saturation Augmented

Authentic Bioflu Shear Augmented

Authentic Bioflu Rotation Augmented

Authentic Bioflu Crop Augmented

Authentic Bioflu Rotate Augmented

Authentic Bioflu Not Augmented

Authentic Bioflu Flip Augmented

v17

Counterfeit Biogesic Rotation Augmented

Generated on Oct 25, 2023

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Popular Download Formats

TXT annotations and YAML config used with YOLOv11.

TXT annotations and YAML config used with YOLOv9.

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

Choose another format.

138 Total Images

View All Images

Dataset Split

Train Set 87%

120Images

Valid Set 9%

12Images

Test Set 4%

6Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 380x380

Augmentations

Outputs per training example: 3

Rotation: Between -45° and +45°

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