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guoswang's Projects

opencv3-intro-book-src icon opencv3-intro-book-src

:blue_book:《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

pcc-net icon pcc-net

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

pcl icon pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

pix2pix.pytorch icon pix2pix.pytorch

A pytorch implementation of "Image-to-Image Translation with Conditional Adversarial Networks"

qrec icon qrec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

r2plus1d icon r2plus1d

R(2+1)D and Mixed-Convolutions for Action Recognition.

self-attention-gan icon self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations

stockpredictionai icon stockpredictionai

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.

swav icon swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

swgmm icon swgmm

Sliced Wasserstein Distance for Learning Gaussian Mixture Models

vae-gmvae icon vae-gmvae

This repository contains the implementation of the VAE and Gaussian Mixture VAE using TensorFlow and several network architectures

vehicle_counting_tensorflow icon vehicle_counting_tensorflow

"MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

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