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

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Stream and Non-Stream Speech Recognition Implemented with PyTorch
Jul 30, 2020 · Deep Learning

### Project Overview This project is a speech recognition system implemented based on PyTorch. By utilizing pretrained models and custom configurations, it can recognize input audio files and output

# Pytorch # Deep Learning # Speech Recognition 911 views
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Implementation of Image Classification on Android Phones Based on TensorFlow Lite
Jul 22, 2020 · TensorFlow

This project mainly implements an image classification application based on TensorFlow Lite, which can perform object recognition using images from the camera or photo album on an Android device and p

# Tensorflow # Computer Vision # Android 912 views
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Face Recognition Based on MTCNN and MobileFaceNet
Jul 19, 2020 · Deep Learning

Your project has designed a deep learning-based face recognition system with a front-end and back-end separated implementation. This system includes a front-end page and a back-end service, which can

# Facial Recognition # Deep Learning # Tensorflow 808 views
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Chinese Voiceprint Recognition Based on Kersa
Jul 15, 2020 · TensorFlow

Thank you for providing the detailed explanation about voiceprint recognition and comparison. Below, I will provide you with a more detailed implementation step-by-step for the PaddlePaddle version, a

# Deep Learning # Tensorflow # Keras 753 views
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Large-scale Face Detection Based on Pyramidbox
Jul 09, 2020 · PaddlePaddle

Based on the code and description you provided, this is an implementation of a face detection model using PyTorch. The model employs a custom inference process to load images, perform preprocessing, a

# Computer Vision # Artificial Intelligence # Deep Learning 788 views
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Using Mediapipe Framework on Android
Jul 08, 2020 · Android

Your implementation is very close to completion, but to ensure everything works properly, I will provide a more complete code example with some improvements and optimizations. Additionally, I will exp

# Android # mediapipe # Deep Learning 772 views
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CrowdNet: A Density Estimation Model Implemented with PaddlePaddle
Jun 06, 2020 · PaddlePaddle

That's the detailed tutorial on crowd flow density prediction. Through this project, you can learn how to use PaddlePaddle to solve practical problems, with detailed step-by-step guidance from trainin

# Deep Learning # PaddlePaddle # Image Recognition 812 views
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SSD Object Detection Model Implemented Based on PaddlePaddle
Jun 02, 2020 · PaddlePaddle

### Project Overview This project aims to implement the SSD (Single Shot Multibox Detector) model using PaddlePaddle for object detection tasks. SSD is a single-stage object detection algorithm that

# Artificial Intelligence # Deep Learning # PaddlePaddle 770 views
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Implementing Common Sorting Algorithms in Python
May 16, 2020 · Other

Thank you very much for sharing the implementations of these sorting algorithms. To provide a more comprehensive and understandable version, I will briefly explain each sorting algorithm and include c

# algorithm # Python # Sorting Algorithm 995 views
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Implementing Binocular Range Measurement on Android
May 16, 2020 · Android

This tutorial provides a detailed introduction to using the dual-camera of an Android device for object distance measurement. Below are the summaries and further optimization suggestions: ### Project

# opencv # Android # Computer Vision 753 views