6937 Open source projects that are alternatives of or similar to T81_558_deep_learning

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

由淺入深的深度學習資源 Collection of deep learning materials for everyone

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

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

The implementation of Relativistic average GAN with Keras

Spectral Normalization for Keras Dense and Convolution Layers

My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

Convolutional neural networks for artistic style transfer.

Deploy and scale serverless machine learning app - in 4 steps.

A machine learning experiment

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

An implementation of Pix2Pix in Tensorflow for use with frames from films

A stable algorithm for GAN training

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

Learn OpenCV : C++ and Python Examples

A DCGAN that generate Cat pictures 🐱‍💻

Build a CNN network to predict 3D bounding box of car from 2D image.

CNN image style transfer 🎨.

Text Classification through CNN, RNN & HAN using Keras

Develop production ready deep learning code, deploy it and scale it

TensorFlow Tutorials

三个月教你从零入门深度学习Tensorflow版配套代码

Implementations of some popular Saliency Maps in Keras

Important paper implementations for Question Answering using PyTorch

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

A journey into Convolutional Neural Network visualization

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

DCGAN image generator 🖼️.

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Material for the tutorial: "Deep Diving into GANs: from theory to production"

A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

Deep learning codes and projects using Python

코딩셰프의 3분 딥러닝, 케라스맛

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Deep Reinforcement Learning for de-novo Drug Design

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

Anomaly detection tutorial on univariate time series with an auto-encoder

Simple Implementation of many GAN models with PyTorch.

📓 deepleaning and cv notes.

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

On the "steerability" of generative adversarial networks

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Tutorials for deep learning

Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

Udemy Derin Öğrenmeye Giriş Kursunun Uygulamaları ve Daha Fazlası

Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).

tensorflow implementation of Grad-CAM (CNN visualization)

A modern PyTorch implementation of SRGAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

Debugging, monitoring and visualization for Python Machine Learning and Data Science

pytorch 包教不包会

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

Keras- Multi Label Image Classification