Making it installabel package and switching to segmentation mode

setup.py

@@ -0,0 +1,56 @@
+"""Setup script for Microscopy Object Detection Application."""
+
+from setuptools import setup, find_packages
+from pathlib import Path
+
+# Read the contents of README file
+this_directory = Path(__file__).parent
+long_description = (this_directory / "README.md").read_text(encoding="utf-8")
+
+# Read requirements
+requirements = (this_directory / "requirements.txt").read_text().splitlines()
+requirements = [
+    req.strip() for req in requirements if req.strip() and not req.startswith("#")
+]
+
+setup(
+    name="microscopy-object-detection",
+    version="1.0.0",
+    author="Your Name",
+    author_email="your.email@example.com",
+    description="Desktop application for detecting and segmenting organelles in microscopy images using YOLOv8-seg",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/yourusername/object_detection",
+    packages=find_packages(exclude=["tests", "tests.*", "docs"]),
+    include_package_data=True,
+    install_requires=requirements,
+    python_requires=">=3.8",
+    classifiers=[
+        "Development Status :: 4 - Beta",
+        "Intended Audience :: Science/Research",
+        "Topic :: Scientific/Engineering :: Image Recognition",
+        "Topic :: Scientific/Engineering :: Bio-Informatics",
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+        "Operating System :: OS Independent",
+    ],
+    entry_points={
+        "console_scripts": [
+            "microscopy-detect=src.cli:main",
+        ],
+        "gui_scripts": [
+            "microscopy-detect-gui=main:main",
+        ],
+    },
+    keywords="microscopy yolov8 object-detection segmentation computer-vision deep-learning",
+    project_urls={
+        "Bug Reports": "https://github.com/yourusername/object_detection/issues",
+        "Source": "https://github.com/yourusername/object_detection",
+        "Documentation": "https://github.com/yourusername/object_detection/blob/main/README.md",
+    },
+)