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5.3 using pre trained convolutional neural networks Pre trained network: It has been used in large data sets (usually large-scale image classification tasks) Training Practice good , ...

Recently, I was burst by yolox. In addition, I have too many plots for yolo series. I tried yolof before. Now, yolox and openvino reasoning happen to need this part. Now I'll try to make a preliminary exploration. 1, Basic configuration cuda 10.1 2, Environment construction 1. Installing yolox git clone git@github.com:Megvii-BaseDetection/YOLO ...

As an undergraduate majoring in artificial intelligence, I came into contact with face detection in my freshman study. And with the help of teachers, successfully use the code to recognize and train a series of face pictures. Now I want to share the problems and training results I encountered in the process of training the model. Face Detectio ...

Plans completed this week Read the pathological tissue segmentation paper full revolutionary multi class multiple instance learningLearned the operation of cutting large pathological images and corresponding labels into patch esLearned the DeepLabv3 + model catalogue Plans completed this week Thesis reading ABSTRACT (ABSTRACT) 1 INTRODUCTI ...

[paper reproduction competition] ENCNet: Context Encoding for Semantic Segmentation In this paper, the author introduces the Context Encoding Module to improve the effect of semantic segmentation by using global context information in the task of semantic segmentation. The requirement of this replay is that the miou on the Cityscapes verificat ...

@TOC 1. Introduction of picture format Picture format is the format in which pictures are stored by computers. Common formats are bmp, jpg, png, tif, gif, pcx, tga, exif, fpx, svg, psd, cdr, pcd, dxf, ufo, eps, ai, raw, WMF, webp, avif, apng, etc. (1) BMP format 1. Introduction BMP(Bitmap-File) graphics file is a graphics file format u ...

1, Introduction to image denoising and filtering 1 image denoising 1.1 definition of image noise Noise is an important factor that interferes with the visual effect of image. Image denoising refers to the process of reducing noise in image. There are three kinds of noise classification: additive noise, multiplicative noise and quantization noi ...

33.OpenCV face detection and recognition - face recognition preface   face recognition is to further judge a person's identity on the basis of face detection.   OpenCV provides three face recognition methods: eigenfaces, Fisherfaces and Local Binary Patterns Histograms (LBPH). 1, Eigenfaces face recognition    ...

Open source projects: Project address: https://github.com/Microsoft/AutonomousDrivingCookbook Localization project: https://gitee.com/zhoushimin123/autonomous-driving-cookbook Step 1 - model training Now that we have some sense of the data being processed, we can start designing our model. In this notebook, we will define the network architec ...

0. Introduction to BMP format According to Baidu Encyclopedia BMP We know that BMP is the abbreviation of Bitmap and the standard image file format in the Windows operating system. It is characterized by rich image information because it is hardly compressed, but it also occupies a large disk space. 1 file format The bitmap file consists of ...