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Check for new model inference

Check for new model inference #5

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Check for new model inference

Check for new model inference #5

Workflow file for this run

.github/workflows/new-model-inference.yml at aa60f92
name: Check for new model inference
on:
push:
paths:
- "**/**/*.onnx"
workflow_dispatch:
permissions:
contents: write
pull-requests: write
jobs:
infer_new_model:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up environment and data from osf
env:
OSF_TOKEN: ${{ secrets.OSF_TOKEN }}
run: |
sudo apt-get update
sudo apt-get install python3.10 python3.10-venv python-is-python3 -y
pip install osfclient
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
pip install -e .
osf --project u8tny fetch test_demo.zip
unzip xf test_demo.zip
rm test_demo.zip
- name: Run inference
shell: bash
run: |
python CVPR24_LiteMedSamOnnx_infer.py -i test_demo/imgs/ -o test_demo/segs
- name: Evaluate accuracy and efficiency
run: |
python evaluation/compute_metrics.py -s test_demo/segs -g test_demo/gts -csv_dir ./metrics.csv