thankyouforlovingme/3D-Image-Compressor

3D Image Composer

An interactive application that segments a person from an image, inserts them into a stereoscopic background, and creates an anaglyph 3D image. The project allows dynamic depth adjustment to position the person closer or farther in the scene.

Features

• —Person Segmentation: Automatically detects and isolates a person in an image using a pre-trained deep learning model.
• —Stereoscopic Integration: Inserts the segmented person into left and right stereoscopic images.
• —Anaglyph 3D Images: Combines left and right images into an anaglyph viewable with red-cyan glasses.
• —Dynamic Depth Adjustment: Adjust the perceived depth of the inserted person with a slider.
• —Interactive Gradio App: User-friendly interface for uploading images and generating results.

Installation

Prerequisites

• —Python 3.9 or later
• —pip (Python package manager)
• —Git

Steps

1. 1.Clone the repository:

   git clone <repository-url>
   cd project

1. 1.Install dependencies:

   pip install -r requirements.txt

1. 1.Ensure the following directories exist:

   mkdir assets output

1. 1.Add input images to the assets/ directory:
2. 2.A person image (e.g., person.jpg).
3. 3.A side-by-side stereoscopic image (e.g., stereo.jpg).

Running the Gradio App

1. 1.Launch the app:

   python src/main.py

1. 1.Open the provided URL in a browser.

1. 1.Upload your images:
2. 2.Person Image: Upload the image to segment.
3. 3.Stereoscopic Image: Upload the side-by-side stereoscopic image.

1. 1.Adjust the depth level using the slider to generate a 3D anaglyph.

Running Locally

Segment a Person

1. 1.Run the segmentation script:

   python src/segmentation/segment_person.py

1. 1.This generates the segmented image with a transparent background in the output/ directory:
2. 2.output/person_segmented.png

Insert the Person into a Stereoscopic Image

1. 1.Run the insertion script:

   python src/stereoscopic/insert_person.py

1. 1.This generates modified left and right stereoscopic images:
2. 2.output/left_with_person.png
3. 3.output/right_with_person.png

Generate Anaglyphs

1. 1.Run the anaglyph creation script:

   python src/anaglyph/create_anaglyph.py

1. 1.This creates anaglyph images for different depths:
2. 2.output/anaglyph_close.png
3. 3.output/anaglyph_medium.png
4. 4.output/anaglyph_far.png

Outputs

Generated Files

• —Segmented Person:
• —output/person_segmented.png (Transparent image of the detected person)
• —Stereoscopic Pairs:
• —output/left_with_person.png
• —output/right_with_person.png
• —Anaglyph Images:
• —output/anaglyph_close.png
• —output/anaglyph_medium.png
• —output/anaglyph_far.png

Example

The resulting anaglyph images can be viewed with red-cyan 3D glasses to see the depth effect.

Future Enhancements

• —Support for multiple objects with independent depth adjustments.
• —Enhanced background blending for better integration.
• —Integration with other 3D visualization techniques (e.g., VR).
• —Real-time updates with WebSocket support.