Tag：accuracy
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Java image compression tool class (specify compression size)
Reprint:Java image compression tool class (specify compression size) – a post-90s program ape – blog Garden (cnblogs. Com) 1: Import dependency first <!– Thumbnail image processing — > <dependency> <groupId>net.coobird</groupId> <artifactId>thumbnailator</artifactId> <version>0.4.8</version> </dependency> 2: Create tool class — > picutils import net.coobird.thumbnailator.Thumbnails; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.ByteArrayInputStream; import java.io.ByteArrayOutputStream; /** * @PROJECT_NAME: water_chivalry * […]
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Flow model + image classification
TFLite_tutorials The TensorFlow Lite Model Maker library simplifies the process of adapting and converting a TensorFlow neural-network model to particular input data when deploying this model for on-device ML applications.Interpretation: what we want here is Tflite format model is used for deployment on mobile terminals or embedded devices The following table lists several task types […]
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Interpretation of five mainstream deep network models in the industry
Summary:This paper introduces the main methods of model optimization in the industry, and then focuses on model quantification, including the basic principle of quantification, method classification, future development, and interpretation of cutting-edge papers. This article is shared from Huawei cloud community《Summary and application of model quantification》, by Alan_ wen。 preface With the continuous development of […]
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Hengyuan cloud (gpushare)_ How to choose a rental card? Just read this one!
Article source|Hengyuan cloud community Original address|[novice points north] 1、 NVIDIA graphics card product line [main types]Geforce type:The official positioning of this series of graphics cards is consumer grade, which is often used to play games. However, its performance in deep learning is also very good. Many people use it for reasoning and training. The performance […]
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Pay attention to encoding in string conversion
Just as the precision of floating-point conversion will be lost, the conversion of bytes and strings will also have a smart ending. Although it looks the same, it may not be the person you like @@@code var bs = new byte[16] { 120, 104, 0, 0, 0, 0, 0, 0, 32, 65, 57, 16, 132, […]
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Hello World 2022 ^_^ In the new year, showmebug wishes your technical Recruitment “like a tiger with wings”
*Previous case sharingCase | under the epidemic situation, showmebug helped kangbojia complete large-scale contactless technology recruitmentCase | accelerating the pace of technical recruitment, Xiaopeng chose to use showmebugCase | eliminate cumbersome resume screening, and “micro partner assistant” selects showmebug online written test to improve talent accuracyCase: under the autumn recruitment, how can Leyan technology achieve […]
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Real time facial expression detection using convolutional neural network
In social interaction, facial expression plays a vital role in nonverbal communication. Psychologist Paul Ekman suggested that people all over the world have seven emotional expressions: happiness, sadness, surprise, fear, anger, disgust and contempt. Building better human-computer interaction, such as detecting human emotions through images, may be a difficult task. Facial expressions are important for […]
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The global software case study summit opened online at 13:30 today. Showmebug B station broadcast it live. Scan the code and pay attention to the pit
*Previous case sharingCase | under the epidemic situation, showmebug helped kangbojia complete large-scale contactless technology recruitmentCase | accelerating the pace of technical recruitment, Xiaopeng chose to use showmebugCase | eliminate cumbersome resume screening, and “micro partner assistant” selects showmebug online written test to improve talent accuracyCase: under the autumn recruitment, how can Leyan technology achieve […]
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Neural network compression method: introduction to the concept of model quantization
In the past decade, deep learning has played an important role in solving many problems that were previously considered unsolvable, and the accuracy of some tasks is equal to or even higher than the human level. As shown in the figure below, deeper networks have higher accuracy, which is also widely accepted and proved. Using […]
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Summary of mindspire classification indicators (III)
1、 Abstract Through the sharing of the previous two classified evaluation indicators, we have basically understood the meaning of the expression of each evaluation indicator. In this sharing, we will experience the meaning of different indicators by citing real examples and combining different scenarios. Detailed explanation of accuracy and AUC / roc of mindspire classification […]
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As far as I know, bytecode instruction set and parsing III (type conversion instruction) of JVM virtual machine
preface This article continues to study the type conversion instructions in the bytecode instruction set to see how the specific instructions operate data type conversion? 1、 Overview of type conversion instructions The type conversion instruction canTwo different numeric types are converted to each other These conversion operations are generally used to implementExplicit type conversion in […]
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Deep learning practice – catsvsdogs dataset
I Download dataset Data set from kaggle data setDogs VS Cats datasetBaidu cloud disk download addressLink:https://pan.baidu.com/s/177uL… Extraction code: 9j40 II Divide the data 1. Create a folder as follows: train cats dogs val cats dogs test 2. Divide the data into the following codes: def data_cats_processing(): base_train_path = r’E:\mldata\dogvscat\data\train’ base_dest_train_path = r’E:\mldata\dogvscat\train\cats’ base_dest_test_path = r’E:\mldata\dogvscat\test\cats’ […]