C# OpenCvSharp uses Lab space to change the spring scene to autumn

Table of Contents Effect project code download Effect project VS2022 .net framework 4.8 OpenCvSharp 4.8 code Lab color space is a color model that contains three components: brightness (L), red and green channels (a), and blue and yellow channels (b). By converting the image from BGR to Lab, the color information can be separated into […]

Use opencv to combine frame difference method and background subtraction to detect scene anomalies

1. Frame difference method to detect abnormalities Frame subtraction is a simple background subtraction technique used to detect the difference between the current frame and the background frame. The following is an example of Python code using OpenCV to implement the frame difference method: import cv2 # Read the background image (the background should be […]

Self-built data set, developed and built a weed detection and identification system in farmland scenes based on YOLOv7

In some of our previous articles, we have also done a lot of testing projects related to agriculture. If you are interested, you can read it by yourself. Here are only the two most recent ones: “How far is laser weeding from our actual agricultural life? A field crop weed detection and identification system was […]

Restore the scene – front-end recording user behavior technical solution

Click on the front-end Q above and follow the public account Reply to join the group and join the front-end Q technology exchange group 1. Problem background At present, in our projects, we usually use various tracking and monitoring to collect information about page visits, such as click tracking, PV tracking, etc. These tracking data […]

Restore the scene – front-end recording user behavior technical solution

Big factory technology advanced front-end Node advanced Click above for Programmer Growth Guide and follow the official account Reply 1, join the advanced Node communication group 1. Problem background At present, in our projects, we usually use various tracking and monitoring to collect information about page visits, such as click tracking, PV tracking, etc. These […]

Backpack system based on SqLite storage + full process of picking up objects in the scene

Zero, functional analysis For the backpack system, we first need to implement several key functions: 1. Persistent storage of item data 2. Clear display of items 3. For convenient management of items, you can add and delete items 4. How to pick up items in the scene 1. Persistent storage based on SqLite The backpack […]

3D twin scene construction: simulation

The previous articles introduced how to use the NSDT editor to build 3D application scenes. This issue introduces one by one very important functions in the twin scene: simulation. 1. What is simulation SimulationSimulation is a type of computer models and programs used to describe, analyze, and simulate real-world systems, processes, or events. Simulation generates […]

[MVDiffusion] Perfect reproduction of the scene, a generative model that can be designed in multiple views

Article directory MVDiffusion 1. Autoregressive generation of panorama 1.1 Error accumulation 1.2 Large angle change 2. Model structure 2.1 Multi-view latent diffusion model (mutil-view LDM) 2.1.1 Text-conditioned generation model 2.1.2 Image & text-conditioned generation model 2.1.3 Additional convolutional layers 2.2 Correspondence-aware Attention(CAA) 3. Train stage 3.1 Panorama generation task 3.2 Multi-view image generation task 4. […]

3D reconstruction_Using OpenMVG/OpenMVS to reconstruct the scene_Environment configuration/testing

Table of Contents 1. Installation environment 1.1 Install OpenMVS 1.2 Install OpenMVG 2. Test 2.1 Download data 2.2 Perform three-dimensional reconstruction 2.2.1 OpenMVG extracts sparse point clouds 2.2.2 OpenMVS dense point cloud/grid/texture mapping 3. Records of problems encountered during operation 4. Reference 1. Installation environment Local environment: Ubuntu20.04 without cuda 1.1 Install OpenMVS Installation guide […]