Real-time Depth Estimation GUI

A PyQt6-based application for real-time depth estimation using your webcam. Built with PyTorch and optimized for Apple Silicon (M1/M2/M3) GPUs.

Features

• Real-time depth map visualization
• GPU acceleration support for Apple Silicon
• Multiple colormap options
• Adjustable depth threshold
• Video recording capability
• FPS monitoring

Useage

python depth_estimation.py

Installation

# Create and activate virtual environment
python -m venv .venv
source .venv/bin/activate  # Unix/macOS
# or
.venv\Scripts\activate  # Windows

# Install dependencies
pip install torch torchvision transformers opencv-python pillow PyQt6