Update

.pre-commit-config.yaml

@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0
+    rev: v5.0.0
     hooks:
       - id: check-executables-have-shebangs
       - id: check-json
@@ -13,48 +13,21 @@ repos:
         args: ["--fix=lf"]
       - id: requirements-txt-fixer
       - id: trailing-whitespace
-  - repo: https://github.com/myint/docformatter
-    rev: v1.7.5
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.12.1
     hooks:
-      - id: docformatter
-        args: ["--in-place"]
-  - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
-    hooks:
-      - id: isort
-        args: ["--profile", "black"]
+      - id: ruff-check
+        args: ["--fix"]
+      - id: ruff-format
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.9.0
+    rev: v1.16.1
     hooks:
       - id: mypy
         args: ["--ignore-missing-imports"]
         additional_dependencies:
           [
             "types-python-slugify",
-            "types-requests",
-            "types-PyYAML",
             "types-pytz",
+            "types-PyYAML",
+            "types-requests",
           ]
-  - repo: https://github.com/psf/black
-    rev: 24.4.0
-    hooks:
-      - id: black
-        language_version: python3.10
-        args: ["--line-length", "119"]
-  - repo: https://github.com/kynan/nbstripout
-    rev: 0.7.1
-    hooks:
-      - id: nbstripout
-        args:
-          [
-            "--extra-keys",
-            "metadata.interpreter metadata.kernelspec cell.metadata.pycharm",
-          ]
-  - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.8.5
-    hooks:
-      - id: nbqa-black
-      - id: nbqa-pyupgrade
-        args: ["--py37-plus"]
-      - id: nbqa-isort
-        args: ["--float-to-top"]

.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

@@ -2,29 +2,16 @@
     "editor.formatOnSave": true,
     "files.insertFinalNewline": false,
     "[python]": {
-        "editor.defaultFormatter": "ms-python.black-formatter",
+        "editor.defaultFormatter": "charliermarsh.ruff",
         "editor.formatOnType": true,
         "editor.codeActionsOnSave": {
+            "source.fixAll.ruff": "explicit",
             "source.organizeImports": "explicit"
         }
     },
     "[jupyter]": {
         "files.insertFinalNewline": false
     },
-    "black-formatter.args": [
-        "--line-length=119"
-    ],
-    "isort.args": ["--profile", "black"],
-    "flake8.args": [
-        "--max-line-length=119"
-    ],
-    "ruff.lint.args": [
-        "--line-length=119"
-    ],
     "notebook.output.scrolling": true,
-    "notebook.formatOnCellExecution": true,
-    "notebook.formatOnSave.enabled": true,
-        "notebook.codeActionsOnSave": {
-            "source.organizeImports": "explicit"
-        }
+    "notebook.formatOnSave.enabled": true
 }

README.md

@@ -4,7 +4,7 @@ emoji: 🐠
 colorFrom: purple
 colorTo: red
 sdk: gradio
-sdk_version: 4.31.5
+sdk_version: 5.37.0
 app_file: app.py
 pinned: false
 license: mit

app.py

@@ -35,17 +35,16 @@ def run(image_path: str, threshold: float) -> np.ndarray:
     cat_ids = results["labels"].cpu().numpy().tolist()
 
     preds = []
-    for box, score, cat_id in zip(boxes, scores, cat_ids):
-        box = np.round(box).astype(int)
+    for box, score, cat_id in zip(boxes, scores, cat_ids, strict=True):
+        box_int = np.round(box).astype(int)
         cat_label = model.config.id2label[cat_id]
-        pred = ObjectPrediction(bbox=box, category_id=cat_id, category_name=cat_label, score=score)
+        pred = ObjectPrediction(bbox=box_int, category_id=cat_id, category_name=cat_label, score=score)
         preds.append(pred)
 
-    res = visualize_object_predictions(np.asarray(image), preds)["image"]
-    return res
+    return visualize_object_predictions(np.asarray(image), preds)["image"]
 
 
-with gr.Blocks(css="style.css") as demo:
+with gr.Blocks(css_paths="style.css") as demo:
     gr.Markdown(DESCRIPTION)
     with gr.Row():
         with gr.Column():
@@ -68,4 +67,4 @@ with gr.Blocks(css="style.css") as demo:
     )
 
 if __name__ == "__main__":
-    demo.queue(max_size=20).launch()
+    demo.launch()

pyproject.toml

@@ -0,0 +1,56 @@
+[project]
+name = "deta"
+version = "0.1.0"
+description = ""
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    "gradio>=5.37.0",
+    "hf-transfer>=0.1.9",
+    "sahi>=0.11.31",
+    "spaces>=0.37.1",
+    "torch==2.5.1",
+    "torchvision>=0.20.1",
+    "transformers==4.50.3",
+]
+
+[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

@@ -1,8 +1,269 @@
-gradio==4.31.5
-numpy==1.26.4
-Pillow==10.3.0
-sahi==0.11.16
-spaces==0.28.3
-torch==2.0.1
-torchvision==0.15.2
-transformers==4.41.1
+# 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
+    #   starlette
+brotli==1.1.0
+    # via gradio
+certifi==2025.7.14
+    # via
+    #   httpcore
+    #   httpx
+    #   requests
+charset-normalizer==3.4.2
+    # via requests
+click==8.2.1
+    # via
+    #   sahi
+    #   typer
+    #   uvicorn
+exceptiongroup==1.3.0
+    # via anyio
+fastapi==0.116.1
+    # via gradio
+ffmpy==0.6.0
+    # via gradio
+filelock==3.18.0
+    # via
+    #   huggingface-hub
+    #   torch
+    #   transformers
+    #   triton
+fire==0.7.0
+    # via sahi
+fsspec==2025.7.0
+    # via
+    #   gradio-client
+    #   huggingface-hub
+    #   torch
+gradio==5.37.0
+    # via
+    #   deta (pyproject.toml)
+    #   spaces
+gradio-client==1.10.4
+    # via gradio
+groovy==0.1.2
+    # via gradio
+h11==0.16.0
+    # via
+    #   httpcore
+    #   uvicorn
+hf-transfer==0.1.9
+    # via deta (pyproject.toml)
+hf-xet==1.1.5
+    # via huggingface-hub
+httpcore==1.0.9
+    # via httpx
+httpx==0.28.1
+    # via
+    #   gradio
+    #   gradio-client
+    #   safehttpx
+    #   spaces
+huggingface-hub==0.33.4
+    # via
+    #   gradio
+    #   gradio-client
+    #   tokenizers
+    #   transformers
+idna==3.10
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+jinja2==3.1.6
+    # via
+    #   gradio
+    #   torch
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==3.0.2
+    # via
+    #   gradio
+    #   jinja2
+mdurl==0.1.2
+    # via markdown-it-py
+mpmath==1.3.0
+    # via sympy
+networkx==3.4.2
+    # via torch
+numpy==2.2.6
+    # via
+    #   gradio
+    #   opencv-python
+    #   pandas
+    #   pybboxes
+    #   shapely
+    #   torchvision
+    #   transformers
+nvidia-cublas-cu12==12.4.5.8
+    # via
+    #   nvidia-cudnn-cu12
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-cuda-cupti-cu12==12.4.127
+    # via torch
+nvidia-cuda-nvrtc-cu12==12.4.127
+    # via torch
+nvidia-cuda-runtime-cu12==12.4.127
+    # via torch
+nvidia-cudnn-cu12==9.1.0.70
+    # via torch
+nvidia-cufft-cu12==11.2.1.3
+    # via torch
+nvidia-curand-cu12==10.3.5.147
+    # via torch
+nvidia-cusolver-cu12==11.6.1.9
+    # via torch
+nvidia-cusparse-cu12==12.3.1.170
+    # via
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-nccl-cu12==2.21.5
+    # via torch
+nvidia-nvjitlink-cu12==12.4.127
+    # via
+    #   nvidia-cusolver-cu12
+    #   nvidia-cusparse-cu12
+    #   torch
+nvidia-nvtx-cu12==12.4.127
+    # via torch
+opencv-python==4.11.0.86
+    # via sahi
+orjson==3.11.0
+    # via gradio
+packaging==25.0
+    # via
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   spaces
+    #   transformers
+pandas==2.3.1
+    # via gradio
+pillow==11.3.0
+    # via
+    #   gradio
+    #   sahi
+    #   torchvision
+psutil==5.9.8
+    # via spaces
+pybboxes==0.1.6
+    # via sahi
+pydantic==2.11.7
+    # via
+    #   fastapi
+    #   gradio
+    #   spaces
+pydantic-core==2.33.2
+    # via pydantic
+pydub==0.25.1
+    # via gradio
+pygments==2.19.2
+    # via rich
+python-dateutil==2.9.0.post0
+    # via pandas
+python-multipart==0.0.20
+    # via gradio
+pytz==2025.2
+    # via pandas
+pyyaml==6.0.2
+    # via
+    #   gradio
+    #   huggingface-hub
+    #   sahi
+    #   transformers
+regex==2024.11.6
+    # via transformers
+requests==2.32.4
+    # via
+    #   huggingface-hub
+    #   sahi
+    #   spaces
+    #   transformers
+rich==14.0.0
+    # via typer
+ruff==0.12.3
+    # via gradio
+safehttpx==0.1.6
+    # via gradio
+safetensors==0.5.3
+    # via transformers
+sahi==0.11.31
+    # via deta (pyproject.toml)
+semantic-version==2.10.0
+    # via gradio
+shapely==2.1.1
+    # via sahi
+shellingham==1.5.4
+    # via typer
+six==1.17.0
+    # via python-dateutil
+sniffio==1.3.1
+    # via anyio
+spaces==0.37.1
+    # via deta (pyproject.toml)
+starlette==0.47.1
+    # via
+    #   fastapi
+    #   gradio
+sympy==1.13.1
+    # via torch
+termcolor==3.1.0
+    # via fire
+terminaltables==3.1.10
+    # via sahi
+tokenizers==0.21.2
+    # via transformers
+tomlkit==0.13.3
+    # via gradio
+torch==2.5.1
+    # via
+    #   deta (pyproject.toml)
+    #   torchvision
+torchvision==0.20.1
+    # via deta (pyproject.toml)
+tqdm==4.67.1
+    # via
+    #   huggingface-hub
+    #   sahi
+    #   transformers
+transformers==4.50.3
+    # via deta (pyproject.toml)
+triton==3.1.0
+    # via torch
+typer==0.16.0
+    # via gradio
+typing-extensions==4.14.1
+    # via
+    #   anyio
+    #   exceptiongroup
+    #   fastapi
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   pydantic
+    #   pydantic-core
+    #   rich
+    #   spaces
+    #   starlette
+    #   torch
+    #   typer
+    #   typing-inspection
+    #   uvicorn
+typing-inspection==0.4.1
+    # via pydantic
+tzdata==2025.2
+    # via pandas
+urllib3==2.5.0
+    # via requests
+uvicorn==0.35.0
+    # via gradio
+websockets==15.0.1
+    # via gradio-client

style.css

@@ -2,10 +2,3 @@ h1 {
   text-align: center;
   display: block;
 }
-
-#duplicate-button {
-  margin: auto;
-  color: #fff;
-  background: #1565c0;
-  border-radius: 100vh;
-}