omerfarukdemir/cat-detector

YOLO based cat detector runs in Apple M1 chipset (not tested in any other processor architectures)

YOLO based cat detector runs in Apple M1 chipset (not tested in any other processor architectures)

Requirements

• anaconda/miniconda

Create environment

• conda env create -f m1.yaml

Use environment

• conda activate cat-detector

Update environment

• conda env update -f m1.yaml --prune

Exit environment

• conda deactivate

Remove environment

• conda env remove -n cat-detector

Run

• Test file: python test.py
• Application: uvicorn app:app --reload

Example

• Request

curl --request POST 'http://127.0.0.1:8000/detect' \
--header 'Content-Type: application/json' \
--data-raw '{"image":"{{BASE64_ENCODED_IMAGE}}"}'

• Response

[
    {
        "label": "cat",
        "score": 0.72,
        "x_min": 66,
        "y_min": 544,
        "x_max": 946,
        "y_max": 858
    }
]

Results