Posts tagged with "Computer-Vision"

Window Monitoring with Machine Vision

A guide to setting up a window monitoring system using the Moondream2 machine vision model for real-time window content analysis.

Published: March 25, 2024 | Last Modified: May 13, 2025

3D Photo Inpainting with Python and PyTorch

A comprehensive guide to setting up and using 3D Photo Inpainting on Windows, including Miniconda environment setup, dependency installation, and usage instructions.

Published: May 12, 2023 | Last Modified: May 13, 2025

MiDaS Depth Estimation Guide

GitHub Repository

During installation, I ran into an issue where the CUDA package wasn’t found. Had to modify environment.yaml to:

name: midas-py310
channels:
  - pytorch
  - defaults
dependencies:
  - nvidia::cuda-toolkit=11.7.0
  - python=3.10.8
  - pytorch::pytorch=1.13.0
  - torchvision=0.14.0
  - pip=22.3.1
  - numpy=1.23.4
  - pip:
    - opencv-python==4.6.0.66
    - imutils==0.5.4
    - timm==0.6.12
    - einops==0.6.0

Commands that were helpful for troubleshooting CUDA:

Published: February 6, 2023 | Last Modified: May 13, 2025