{commit_message}

.env.example

@@ -0,0 +1,2 @@
+API_KEY=
+DEPLOYMENT_ID=

.gitattributes

@@ -0,0 +1,36 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+examples/* filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,167 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+venv
+flagged
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+.env

README.md

@@ -0,0 +1,12 @@
+---
+title: Room Cleaner
+emoji: 🧹
+colorFrom: purple
+colorTo: blue
+sdk: gradio
+sdk_version: 4.44.0
+app_file: app.py
+pinned: false
+---
+
+# Room Cleaner

app.py

@@ -0,0 +1,257 @@
+from typing import cast
+from comfydeploy import ComfyDeploy
+import asyncio
+import os
+import gradio as gr
+from gradio.components.image_editor import EditorValue
+from PIL import Image
+import requests
+import dotenv
+from gradio_imageslider import ImageSlider
+from io import BytesIO
+import base64
+import glob
+import numpy as np
+
+dotenv.load_dotenv()
+
+
+API_KEY = os.environ.get("API_KEY")
+DEPLOYMENT_ID = os.environ.get("DEPLOYMENT_ID", "DEPLOYMENT_ID_NOT_SET")
+
+if not API_KEY:
+    raise ValueError(
+        "Please set API_KEY and DEPLOYMENT_ID in your environment variables"
+    )
+if DEPLOYMENT_ID == "DEPLOYMENT_ID_NOT_SET":
+    raise ValueError("Please set DEPLOYMENT_ID in your environment variables")
+
+
+client = ComfyDeploy(bearer_auth=API_KEY)
+
+
+def get_base64_from_image(image: Image.Image) -> str:
+    buffered: BytesIO = BytesIO()
+    image.save(buffered, format="PNG")
+    return base64.b64encode(buffered.getvalue()).decode("utf-8")
+
+
+async def process_image(
+    image: Image.Image | str | None,
+    mask: Image.Image | str | None,
+    progress: gr.Progress = gr.Progress(),
+) -> Image.Image | None:
+    progress(0, desc="Starting...")
+    if image is None or mask is None:
+        return None
+
+    if isinstance(mask, str):
+        mask = Image.open(mask)
+    if isinstance(image, str):
+        image = Image.open(image)
+
+    image_base64 = get_base64_from_image(image)
+    mask_base64 = get_base64_from_image(mask)
+
+    # Prepare inputs
+    inputs: dict = {
+        "image": f"data:image/png;base64,{image_base64}",
+        "mask": f"data:image/png;base64,{mask_base64}",
+    }
+
+    # Call ComfyDeploy API
+    try:
+        result = client.run.create(
+            request={"deployment_id": DEPLOYMENT_ID, "inputs": inputs}
+        )
+
+        if result and result.object:
+            run_id: str = result.object.run_id
+            progress(0, desc="Starting processing...")
+            # Wait for the result
+            while True:
+                run_result = client.run.get(run_id=run_id)
+                if not run_result.object:
+                    continue
+
+                progress_value = (
+                    run_result.object.progress
+                    if run_result.object.progress is not None
+                    else 0
+                )
+                status = (
+                    run_result.object.live_status
+                    if run_result.object.live_status is not None
+                    else "Cold starting..."
+                )
+                progress(progress_value, desc=f"Status: {status}")
+
+                if run_result.object.status == "success":
+                    for output in run_result.object.outputs or []:
+                        if output.data and output.data.images:
+                            image_url: str = output.data.images[0].url
+                            # Download and return both the original and processed images
+                            response: requests.Response = requests.get(image_url)
+                            processed_image: Image.Image = Image.open(
+                                BytesIO(response.content)
+                            )
+                            return processed_image
+                    return None
+                elif run_result.object.status == "failed":
+                    print("Processing failed")
+                    return None
+
+                await asyncio.sleep(2)  # Wait for 2 seconds before checking again
+    except Exception as e:
+        print(f"Error: {e}")
+        return None
+
+
+def resize(image: Image.Image, shortest_side: int = 768) -> Image.Image:
+    if image.width <= shortest_side and image.height <= shortest_side:
+        return image
+    if image.width < image.height:
+        return image.resize(
+            size=(shortest_side, int(shortest_side * image.height / image.width))
+        )
+    return image.resize(
+        size=(int(shortest_side * image.width / image.height), shortest_side)
+    )
+
+
+async def run_async(
+    image_and_mask: EditorValue | None,
+    progress: gr.Progress = gr.Progress(),
+) -> tuple[Image.Image, Image.Image] | None:
+    if not image_and_mask:
+        return None
+
+    alpha_channel = image_and_mask["layers"][0]
+    alpha_channel = cast(np.ndarray, alpha_channel)
+    mask_np = np.where(alpha_channel[:, :, 3] == 0, 0, 255).astype(np.uint8)
+
+    image_np = image_and_mask["background"]
+    image_np = cast(np.ndarray, image_np)
+
+    # Save mask to ./masks.png
+    mask = Image.fromarray(mask_np)
+    mask = resize(mask)
+    # mask.save("mask.png")
+
+    # Save image to ./images.png
+    image = Image.fromarray(image_np)
+    image = resize(image)
+    # image.save("image.png")
+
+    output = await process_image(
+        image,  # type: ignore
+        mask,  # type: ignore
+        progress,
+    )
+
+    if output is None:
+        return None
+
+    return output, image
+
+
+def run_sync(*args):
+    return asyncio.run(run_async(*args))
+
+
+with gr.Blocks() as demo:
+    gr.Markdown("# 🌊 ...")
+    with gr.Row():
+        with gr.Column():
+            # The image overflow, fix
+            image_and_mask = gr.ImageMask(
+                label="Input Image and Mask",
+                layers=False,
+                show_fullscreen_button=False,
+                sources=["upload"],
+                show_download_button=False,
+                interactive=True,
+                height="full",
+                width="full",
+            )
+
+        with gr.Column():
+            image_slider = ImageSlider(
+                label="Compare Original and Processed",
+                interactive=False,
+            )
+
+            process_btn = gr.ClearButton(
+                value="Run",
+                variant="primary",
+                size="lg",
+                components=[image_slider],
+            )
+            process_btn.click(
+                fn=run_sync,
+                inputs=[
+                    image_and_mask,
+                ],
+                outputs=[image_slider],
+                api_name=False,
+            )
+
+    # Build examples
+    images_examples = glob.glob("examples/*")
+    mask_examples = [img.replace("inputs", "masks") for img in images_examples]
+    output_examples = [img.replace("inputs", "outputs") for img in images_examples]
+    # examples = [
+    #     [
+    #         img,
+    #         mask,
+    #         (img, out),
+    #     ]
+    #     for img, mask, out in zip(images_examples, mask_examples, output_examples)
+    # ]
+    examples = [
+        [
+            {
+                "background": "./examples/ex1.jpg",
+                "layers": [],
+                "composite": "./examples/ex1_mask.png",
+            },
+            ("./examples/ex1.jpg", "./examples/ex1_result.png"),
+        ],
+        [
+            {
+                "background": "./examples/ex2.jpg",
+                "layers": [],
+                "composite": "./examples/ex2_mask.png",
+            },
+            ("./examples/ex2.jpg", "./examples/ex2_result.png"),
+        ],
+        [
+            {
+                "background": "./examples/ex3.jpg",
+                "layers": [],
+                "composite": "./examples/ex3_mask.png",
+            },
+            ("./examples/ex3.jpg", "./examples/ex3_result.png"),
+        ],
+        [
+            {
+                "background": "./examples/ex4.jpg",
+                "layers": [],
+                "composite": "./examples/ex4_mask.png",
+            },
+            ("./examples/ex4.jpg", "./examples/ex4_result.png"),
+        ],
+    ]
+
+    # Update the gr.Examples call
+    gr.Examples(
+        examples=examples,
+        inputs=[
+            image_and_mask,
+            image_slider,
+        ],
+        api_name=False,
+    )
+
+if __name__ == "__main__":
+    demo.launch(debug=True, share=True)

requirements.txt

@@ -0,0 +1,4 @@
+comfydeploy==0.3.4
+gradio==4.44.0
+gradio_imageslider==0.0.20
+python-dotenv