zeruiw / co_xai

docker-compose up --build

Run ResNet50 Model

Dependence

pip install -r model_service/resnet50/requirements.txt
pip install -r xai_service/pytorch_cam/requirements.txt

Check routes

flask --app db_service routes
flask --app model_service/resnet50 routes
flask --app xai_service/pytorch_cam routes

Run debug mode

flask --app db_service --debug run
flask --app model_service/resnet50 --debug run --host=0.0.0.0 -p 5001
flask --app xai_service/pytorch_cam --debug run

Endpoint Methods Rule

---

arxiv_cs.list_paper GET /db/arxiv_cs/ arxiv_cs.upload_paper POST /db/arxiv_cs/ explanation.add_explanation POST /db/explanation/ explanation.get_explanation GET /db/explanation/ imgnet1000.list_img GET /db/imgnet1000/ imgnet1000.upload_paper POST /db/imgnet1000/ static GET /static/path:filename

Endpoint Methods Rule

---

resnet50.pred GET, POST /resnet50/ static GET /static/path:filename

Endpoint Methods Rule

---

pt_cam.list_task GET, POST /xai/pt_cam/task pt_cam.upload_paper POST /xai/pt_cam/ static GET /static/path:filename

--host 0.0.0.0 --port 5000 -p5001

RUN pip install -r model_service/resnet50/requirements.txt RUN pip install -r xai_service/pytorch_cam/requirements.txt

CMD ["flask", "--app", "model_service/resnet50", "--debug", "run", "-p", "5002"] CMD ["flask", "--app", "xai_service/pytorch_cam", "--debug", "run", "-p", "5000"]

in db: docker build --tag db . docker run -d -p 5000:5000 db

in model: docker build --tag model . docker run -d -p 5001:5001 model

in xai: docker build --tag xai . docker run -d -p 5002:5002 xai