Add files

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* 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
+*.jpg filter=lfs diff=lfs merge=lfs -text

.pre-commit-config.yaml

@@ -0,0 +1,33 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v5.0.0
+    hooks:
+      - id: check-executables-have-shebangs
+      - id: check-json
+      - id: check-merge-conflict
+      - id: check-shebang-scripts-are-executable
+      - id: check-toml
+      - id: check-yaml
+      - id: end-of-file-fixer
+      - id: mixed-line-ending
+        args: ["--fix=lf"]
+      - id: requirements-txt-fixer
+      - id: trailing-whitespace
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.11.10
+    hooks:
+      - id: ruff
+        args: ["--fix"]
+      - id: ruff-format
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.15.0
+    hooks:
+      - id: mypy
+        args: ["--ignore-missing-imports"]
+        additional_dependencies:
+          [
+            "types-python-slugify",
+            "types-pytz",
+            "types-PyYAML",
+            "types-requests",
+          ]

.python-version

@@ -0,0 +1 @@
+3.10

.vscode/extensions.json

@@ -0,0 +1,8 @@
+{
+    "recommendations": [
+        "ms-python.python",
+        "charliermarsh.ruff",
+        "streetsidesoftware.code-spell-checker",
+        "tamasfe.even-better-toml"
+    ]
+}

.vscode/settings.json

@@ -0,0 +1,17 @@
+{
+    "editor.formatOnSave": true,
+    "files.insertFinalNewline": false,
+    "[python]": {
+        "editor.defaultFormatter": "charliermarsh.ruff",
+        "editor.formatOnType": true,
+        "editor.codeActionsOnSave": {
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports": "explicit"
+        }
+    },
+    "[jupyter]": {
+        "files.insertFinalNewline": false
+    },
+    "notebook.output.scrolling": true,
+    "notebook.formatOnSave.enabled": true
+}

README.md

@@ -1,12 +1,13 @@
 ---
 title: Rembg
-emoji: 🏆
-colorFrom: pink
-colorTo: yellow
+emoji: ⚡
+colorFrom: red
+colorTo: purple
 sdk: gradio
 sdk_version: 5.31.0
 app_file: app.py
 pinned: false
+short_description: image background removal
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,35 @@
+#!/usr/bin/env python
+
+import gradio as gr
+import PIL.Image
+import rembg
+
+DESCRIPTION = "# rembg - Image background removal"
+
+
+def remove_background(image: PIL.Image.Image) -> tuple[PIL.Image.Image, PIL.Image.Image]:
+    """Remove background from image using `rembg`.
+
+    Args:
+        image: The image to remove the background from.
+
+    Returns:
+        A tuple containing the original image and the image with the background removed.
+    """
+    return image, rembg.remove(image)
+
+
+with gr.Blocks(css_paths="style.css") as demo:
+    gr.Markdown(DESCRIPTION)
+    with gr.Row():
+        with gr.Column():
+            image = gr.Image(type="pil")
+            run_button = gr.Button()
+        with gr.Column():
+            out = gr.ImageSlider()
+    gr.Examples(examples=["cats.jpg"], fn=remove_background, inputs=image, outputs=out)
+
+    run_button.click(fn=remove_background, inputs=image, outputs=out)
+
+if __name__ == "__main__":
+    demo.launch(mcp_server=True)

pyproject.toml

@@ -0,0 +1,53 @@
+[project]
+name = "rembg-space"
+version = "0.1.0"
+description = ""
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "gradio[mcp]>=5.31.0",
+    "hf-transfer>=0.1.9",
+    "onnxruntime>=1.22.0",
+    "rembg>=2.0.66",
+]
+
+[tool.ruff]
+line-length = 119
+
+[tool.ruff.lint]
+select = ["ALL"]
+ignore = [
+    "COM812", # missing-trailing-comma
+    "D203",   # one-blank-line-before-class
+    "D213",   # multi-line-summary-second-line
+    "E501",   # line-too-long
+    "SIM117", # multiple-with-statements
+    #
+    "D100",    # undocumented-public-module
+    "D101",    # undocumented-public-class
+    "D102",    # undocumented-public-method
+    "D103",    # undocumented-public-function
+    "D104",    # undocumented-public-package
+    "D105",    # undocumented-magic-method
+    "D107",    # undocumented-public-init
+    "EM101",   # raw-string-in-exception
+    "FBT001",  # boolean-type-hint-positional-argument
+    "FBT002",  # boolean-default-value-positional-argument
+    "PD901",   # pandas-df-variable-name
+    "PGH003",  # blanket-type-ignore
+    "PLR0913", # too-many-arguments
+    "PLR0915", # too-many-statements
+    "TRY003",  # raise-vanilla-args
+]
+unfixable = [
+    "F401", # unused-import
+]
+
+[tool.ruff.lint.pydocstyle]
+convention = "google"
+
+[tool.ruff.lint.per-file-ignores]
+"*.ipynb" = ["T201", "T203"]
+
+[tool.ruff.format]
+docstring-code-format = true

requirements.txt

@@ -0,0 +1,264 @@
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o requirements.txt
+aiofiles==24.1.0
+    # via gradio
+annotated-types==0.7.0
+    # via pydantic
+anyio==4.9.0
+    # via
+    #   gradio
+    #   httpx
+    #   mcp
+    #   sse-starlette
+    #   starlette
+attrs==25.3.0
+    # via
+    #   jsonschema
+    #   referencing
+certifi==2025.4.26
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.2
+    # via requests
+click==8.2.1
+    # via
+    #   typer
+    #   uvicorn
+coloredlogs==15.0.1
+    # via onnxruntime
+exceptiongroup==1.3.0
+    # via anyio
+fastapi==0.115.12
+    # via gradio
+ffmpy==0.5.0
+    # via gradio
+filelock==3.18.0
+    # via huggingface-hub
+flatbuffers==25.2.10
+    # via onnxruntime
+fsspec==2025.5.1
+    # via
+    #   gradio-client
+    #   huggingface-hub
+gradio==5.31.0
+    # via rembg-space (pyproject.toml)
+gradio-client==1.10.1
+    # via gradio
+groovy==0.1.2
+    # via gradio
+h11==0.16.0
+    # via
+    #   httpcore
+    #   uvicorn
+hf-transfer==0.1.9
+    # via rembg-space (pyproject.toml)
+hf-xet==1.1.2
+    # via huggingface-hub
+httpcore==1.0.9
+    # via httpx
+httpx==0.28.1
+    # via
+    #   gradio
+    #   gradio-client
+    #   mcp
+    #   safehttpx
+httpx-sse==0.4.0
+    # via mcp
+huggingface-hub==0.32.1
+    # via
+    #   gradio
+    #   gradio-client
+humanfriendly==10.0
+    # via coloredlogs
+idna==3.10
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+imageio==2.37.0
+    # via scikit-image
+jinja2==3.1.6
+    # via gradio
+jsonschema==4.24.0
+    # via rembg
+jsonschema-specifications==2025.4.1
+    # via jsonschema
+lazy-loader==0.4
+    # via scikit-image
+llvmlite==0.44.0
+    # via numba
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==3.0.2
+    # via
+    #   gradio
+    #   jinja2
+mcp==1.9.0
+    # via gradio
+mdurl==0.1.2
+    # via markdown-it-py
+mpmath==1.3.0
+    # via sympy
+networkx==3.4.2
+    # via scikit-image
+numba==0.61.2
+    # via pymatting
+numpy==2.2.6
+    # via
+    #   gradio
+    #   imageio
+    #   numba
+    #   onnxruntime
+    #   opencv-python-headless
+    #   pandas
+    #   pymatting
+    #   rembg
+    #   scikit-image
+    #   scipy
+    #   tifffile
+onnxruntime==1.22.0
+    # via rembg-space (pyproject.toml)
+opencv-python-headless==4.11.0.86
+    # via rembg
+orjson==3.10.18
+    # via gradio
+packaging==25.0
+    # via
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   lazy-loader
+    #   onnxruntime
+    #   pooch
+    #   scikit-image
+pandas==2.2.3
+    # via gradio
+pillow==11.2.1
+    # via
+    #   gradio
+    #   imageio
+    #   pymatting
+    #   rembg
+    #   scikit-image
+platformdirs==4.3.8
+    # via pooch
+pooch==1.8.2
+    # via rembg
+protobuf==6.31.0
+    # via onnxruntime
+pydantic==2.11.5
+    # via
+    #   fastapi
+    #   gradio
+    #   mcp
+    #   pydantic-settings
+pydantic-core==2.33.2
+    # via pydantic
+pydantic-settings==2.9.1
+    # via mcp
+pydub==0.25.1
+    # via gradio
+pygments==2.19.1
+    # via rich
+pymatting==1.1.14
+    # via rembg
+python-dateutil==2.9.0.post0
+    # via pandas
+python-dotenv==1.1.0
+    # via pydantic-settings
+python-multipart==0.0.20
+    # via
+    #   gradio
+    #   mcp
+pytz==2025.2
+    # via pandas
+pyyaml==6.0.2
+    # via
+    #   gradio
+    #   huggingface-hub
+referencing==0.36.2
+    # via
+    #   jsonschema
+    #   jsonschema-specifications
+rembg==2.0.66
+    # via rembg-space (pyproject.toml)
+requests==2.32.3
+    # via
+    #   huggingface-hub
+    #   pooch
+rich==14.0.0
+    # via typer
+rpds-py==0.25.1
+    # via
+    #   jsonschema
+    #   referencing
+ruff==0.11.11
+    # via gradio
+safehttpx==0.1.6
+    # via gradio
+scikit-image==0.25.2
+    # via rembg
+scipy==1.15.3
+    # via
+    #   pymatting
+    #   rembg
+    #   scikit-image
+semantic-version==2.10.0
+    # via gradio
+shellingham==1.5.4
+    # via typer
+six==1.17.0
+    # via python-dateutil
+sniffio==1.3.1
+    # via anyio
+sse-starlette==2.3.5
+    # via mcp
+starlette==0.46.2
+    # via
+    #   fastapi
+    #   gradio
+    #   mcp
+    #   sse-starlette
+sympy==1.14.0
+    # via onnxruntime
+tifffile==2025.5.10
+    # via scikit-image
+tomlkit==0.13.2
+    # via gradio
+tqdm==4.67.1
+    # via
+    #   huggingface-hub
+    #   rembg
+typer==0.16.0
+    # via gradio
+typing-extensions==4.13.2
+    # via
+    #   anyio
+    #   exceptiongroup
+    #   fastapi
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   referencing
+    #   rich
+    #   typer
+    #   typing-inspection
+    #   uvicorn
+typing-inspection==0.4.1
+    # via
+    #   pydantic
+    #   pydantic-settings
+tzdata==2025.2
+    # via pandas
+urllib3==2.4.0
+    # via requests
+uvicorn==0.34.2
+    # via
+    #   gradio
+    #   mcp
+websockets==15.0.1
+    # via gradio-client

style.css

@@ -0,0 +1,4 @@
+h1 {
+  text-align: center;
+  display: block;
+}