archiesinaga/bacteria-classification-test-data

Bacteria Classification Test Dataset

Test dataset for bacteria classification using ConvNext model.

Dataset Description

This dataset contains microscopic images of bacteria for classification tasks.

Dataset Structure

test/
├── class_1/
│   ├── image1.jpg
│   └── ...
├── class_2/
└── ...

Usage

Quick Download

pip install huggingface_hub
python download_test_data.py

Download via Python

from huggingface_hub import snapshot_download

dataset_path = snapshot_download(
    repo_id="archiesinaga/bacteria-classification-test-data",
    repo_type="dataset",
    local_dir="./test"
)
print(f"Dataset downloaded to: {dataset_path}")

Download via CLI

huggingface-cli download \
    archiesinaga/bacteria-classification-test-data \
    --repo-type dataset \
    --local-dir ./test

Use with Project

This dataset is designed to work with the bacteria classification project:

# Clone project
git clone https://github.com/archiesinaga/bacteria-classification.git
cd bacteria-classification

# Setup environment
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

# Download model and dataset
python download_model.py
python download_test_data.py

# Run evaluation
python evaluasi.py

Related Resources

• GitHub Repository: bacteria-classification
• Pre-trained Model: bacteria-classification-convnext

Citation

@dataset{bacteria_test_data_2024,
  author = {Archie Sinaga},
  title = {Bacteria Classification Test Dataset},
  year = {2024},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/archiesinaga/bacteria-classification-test-data}}
}

License

Apache 2.0