Cnn Open Source Projects

12 Weeks, 24 Lessons, AI for All!

OpenMMLab Detection Toolbox and Benchmark

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

A High-Quality Real Time Upscaler for Anime Video

深度学习入门教程, 优秀文章, Deep Learning Tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

A neural network that transforms a design mock-up into a static website.

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

An open source library for face detection in images. The face detection speed can reach 1000FPS.

A paper list of object detection using deep learning.

A curated list of deep learning resources for computer vision

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

A collection of pre-trained, state-of-the-art models in the ONNX format

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Learning Convolutional Neural Networks with Interactive Visualization.

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

Easy to use device for connecting "old" measuring units (water, power, gas, ...) to the digital world

A resource for learning about Machine learning & Deep Learning

Build your neural network easy and fast, 莫烦Python中文教学

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

A faster pytorch implementation of faster r-cnn

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Hide screen when boss is approaching.

Code for Tensorflow Machine Learning Cookbook

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Basic Machine Learning and Deep Learning

Convolutional Neural Network for Text Classification in Tensorflow

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

Tools to Design or Visualize Architecture of Neural Network

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Tengine is a lite, high performance, modular inference engine for embedded device

使用Bert，ERNIE，进行中文文本分类

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

CNN-RNN中文文本分类，基于TensorFlow

Efficient 3D human pose estimation in video using 2D keypoint trajectories

A simplified implemention of Faster R-CNN that replicate performance from origin paper

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Fast R-CNN

notes about machine learning

Code examples for new APIs of iOS 10.

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

ResNeSt: Split-Attention Networks

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

MOT using deepsort and yolov3 with pytorch

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

Faster R-CNN

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Collection of popular and reproducible image denoising works.

Detect and recognize the faces from camera / 调用摄像头进行人脸识别，支持多张人脸同时识别

Datasets, tools, and benchmarks for representation learning of code.

R-CNN: Regions with Convolutional Neural Network Features

Deep Learning toolkit for Computer Vision.