WinForm application interface development practice – how to integrate external API interface calls in a hybrid framework

In our regular business processing, most of the internal processing interfaces are database-related and based on the Winform development framework of hybrid development. Although when the client calls, the general choice is also based on Web API calls, but the back-end We may not only process our business database, but also call other external interfaces, […]

Gopher hunting using hybrid search with Elasticsearch and Go

BY CARLY RICHMOND, LAURENT SAINT-FéLIX Like animals and programming languages, search has evolved through different practices, making it difficult to choose between them. In the final blog in this series, Carly Richmond and Laurent Saint-Félix combine keyword and vector searches to find gophers in Elasticsearch using the Go client. Building software today is a commitment […]

C# OpenCvSharp DNN HybridNets simultaneously handles vehicle detection, drivable area segmentation, and lane line segmentation

Table of Contents Effect Model information project code download Effect Simultaneously handles vehicle detection, drivable area segmentation, and lane line segmentation Model information Inputs ———————– name: input tensor: Float[1, 3, 256, 384] ————————————————– ————- Outputs ———————– name:regression tensor: Float[1, 18414, 4] name:classification tensor: Float[1, 18414, 1] name:segmentation tensor: Float[1, 3, 256, 384] ————————————————– ————- project […]

C# OpenCvSharp DNN HybridNets simultaneously handles vehicle detection, drivable area segmentation, and lane line segmentation

Effect Project Code using OpenCvSharp; using OpenCvSharp.Dnn; using System; using System.Collections.Generic; using System.Drawing; using System.IO; using System.Linq; using System.Numerics; using System.Text; using System.Windows.Forms; namespace OpenCvSharp_DNN_Demo { public partial class frmMain : Form { public frmMain() { InitializeComponent(); } string fileFilter = “*.*|*.bmp;*.jpg;*.jpeg;*.tiff;*.tiff;*.png”; string image_path = “”; DateTime dt1 = DateTime.Now; DateTime dt2 = DateTime.Now; float […]

es hybrid retrieval and langchain retrieval enhancement

Langchain Retriever MultiQueryRetriever uses llm to generate three questions with similar meanings for the question, retrieves related documents based on the three questions and returns them all. MultiVectorRetriever, when the same document has multiple records in the vector library because different vectors are stored, deduplication is performed through id. The code implementation is very simple. […]

LMFLOSS: a new hybrid loss function specifically designed to solve imbalanced medical image classification (with code)

Paper address: https://arxiv.org/pdf/2212.12741.pdf Code address: https://github.com/SanaNazari/LMFLoss 1.What is it? LMFLOSS is a hybrid loss function for imbalanced medical image classification. It is composed of a linear combination of Focal Loss and LDAM Loss and is designed to better handle imbalanced data sets. Focal Loss improves model performance by emphasizing hard-to-classify samples, while LDAM Loss takes […]

Wind power photovoltaic hybrid energy storage power wavelet packet decomposition, fluctuation analysis before and after smoothing, capacity configuration, spectrum analysis, grid-connected power fluctuation analysis (Matlab code implementation)…

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on MATLAB projects, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more Matlab complete code and simulation customization content, click Intelligent optimization algorithm […]

Wind power photovoltaic hybrid energy storage capacity configuration before and after smoothing volatility analysis and wavelet packet decomposition with matlab code

?About the author: A Matlab simulation developer who loves scientific research. He cultivates his mind and improves his technology simultaneously. For cooperation on MATLAB projects, please send a private message. Personal homepage: Matlab Research Studio Personal credo: Investigate things to gain knowledge. For more complete Matlab code and simulation customization content, click Intelligent optimization algorithm […]

Flutter and iOS hybrid development practice

First, create the Flutter module; Add Flutter module dependencies to existing iOS applications; Call Flutter module in Object-c; Write Dart code; Run the project; Hot restart/reload; Debugging Dart code; publish applications; – flutter_hybrid – flutter_module – FlutterHybridAndroid – FlutterHybridiOS Below flutter_hybrid are the flutter module, the native Android module, and the native iOS module, and […]

Python implements HBA hybrid bat intelligent algorithm optimization support vector machine classification model (SVC algorithm) project practice

1. Project background The bat algorithm is a heuristic search algorithm proposed by Professor Yang in 2010 based on swarm intelligence. It is an effective method to search for the global optimal solution. This algorithm is based on iterative optimization, initializing to a set of random solutions, then iteratively searching for the optimal solution, and […]