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In-depth articles on AI agents, LLM engineering, servers, Python and software development.

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CRNN Text Recognition Model Implemented with PaddlePaddle 2.0 Dynamic Graph
Apr 03, 2021 · PaddlePaddle

This document introduces a CRNN text recognition model implemented using PaddlePaddle 2.0 dynamic graph. The model extracts features through CNN, performs sequence prediction via RNN, and uses CTC Los

# Deep Learning # Artificial Intelligence # PaddlePaddle 740 views
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End-to-End Recognition of Captchas Based on PaddlePaddle 2.0
Mar 23, 2021 · PaddlePaddle

Your code has covered most aspects of the CAPTCHA recognition project, including data processing, model training, and inference. Below are some suggestions for improvements and enhancements to your pr

# PaddlePaddle # ocr # crnn 826 views
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PPASR Chinese Speech Recognition (Beginner Level)
Mar 16, 2021 · PaddlePaddle

Thank you for your detailed introduction! To further help everyone understand and use this CTC-based end-to-end Chinese-English speech recognition model, I will supplement and improve it from several

# Deep Learning # PaddlePaddle # Artificial Intelligence 803 views
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Implementing Image Classification on Android Phones Based on TNN
Sep 06, 2020 · Deep Learning

This project is mainly an image classifier based on TensorFlow Lite, which can achieve real-time image recognition on Android devices. Its main functions and implementation steps are as follows: ###

# Deep Learning # Android # tnn 766 views
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Image Classification on Android Phones Based on MNN
Sep 05, 2020 · Deep Learning

This is a detailed guide on how to implement image classification in an Android application. You have successfully used TensorFlow Lite for image classification and demonstrated how to obtain input da

# Android # mnn # Image Recognition 786 views
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Face Detection, Key Point Detection, and Mask Detection on Android with One Line of Code
Sep 05, 2020 · PaddlePaddle

This paper introduces the method of implementing face detection, key point detection, and mask detection in Android applications using Paddle Lite. The core code is only one line: calling `FaceDetecti

# Android # java # Development Language 756 views
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Face Recognition and Face Registration Based on InsightFace
Aug 30, 2020 · Deep Learning

This code implements a deep learning-based face recognition system using the InsightFace framework. It includes functions for face detection, feature extraction, and face recognition, and also provide

# Facial Recognition # Deep Learning # mxnet 1,117 views
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Person Background Replacement on Android Based on Image Semantic Segmentation
Aug 29, 2020 · PaddlePaddle

Your project has already implemented basic human image recognition and background replacement functions. To further improve and optimize your code, I will provide some improvement suggestions and samp

# PaddlePaddle # Android # Computer Vision 751 views
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PP-YOLOE: A Target Detection Model Based on PaddlePaddle
Aug 18, 2020 · PaddlePaddle

This document provides a detailed introduction to how to implement the training, evaluation, export, and prediction processes of the object detection model PP-YOLOE using PaddlePaddle, along with vari

# Deep Learning # Artificial Intelligence # PaddlePaddle 788 views
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Implementing Image Classification on Android Phones Based on Paddle Lite
Aug 02, 2020 · PaddlePaddle

Thank you for sharing this Android application development example for image classification based on Paddle Lite. Your project not only covers how to obtain categories from images but also introduces

# PaddlePaddle # Android # Image Recognition 840 views