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task:test classifier dataset:r8, Acc:96%, Embedding+LSTM, virsualize:tensorboadX Loss:Focal

Python 6 1 Updated Jan 6, 2021

The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%

Python 184 56 Updated Jun 17, 2024

An implement of LeNet, AlexNet, VGG16, GoogLeNet and ResNet with Tensorflow.

Python 33 9 Updated Jul 2, 2019

Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.

Jupyter Notebook 23 6 Updated May 6, 2018

Classify traffic signs by using the AlexNet and GoogLeNet architecture using GTSRB dataset and comparing the two

Jupyter Notebook 2 1 Updated Jul 18, 2022

Text classification based on LSTM on R8 dataset for pytorch implementation

Python 140 57 Updated Aug 2, 2017

Named Entity Recognition Tool

Python 1,157 427 Updated May 27, 2019

LSTM+CRF NER

Python 301 103 Updated Jan 18, 2019

Social LSTM implementation in PyTorch

Python 406 248 Updated Apr 26, 2020

LSTM-CRF in PyTorch

Python 456 103 Updated Aug 7, 2024

From scratch, simple and easy to understand PyTorch implementation of Vision Transformer (ViT) for small datasets like MNIST, FashionMNIST, SVHN and CIFAR10 with detailed steps.

Python 96 13 Updated Jul 19, 2024

Train the MNIST dataset using LSTM model implemented by PyTorch.

Python 5 1 Updated Jan 29, 2022

Predict stock with LSTM supporting pytorch, keras and tensorflow

Python 723 291 Updated Mar 24, 2023

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

Markdown 124,594 23,152 Updated Jul 17, 2024

PyTorch Tutorial for Deep Learning Researchers

Python 29,652 8,017 Updated Aug 15, 2023

A tiny KV storage based on skiplist written in C++ language| 使用C++开发,基于跳表实现的轻量级键值数据库🔥🔥 🚀

C++ 2,195 512 Updated Mar 5, 2024

This project is convert own data to MNIST format. It may help you to quickly test new DL model without modify too much code.

Python 40 21 Updated Oct 16, 2019

用三层全连接神经网络实现手写数字识别

Python 4 1 Updated Apr 11, 2019

系统设计面试题精选

1,266 265 Updated Oct 20, 2022

济南大学图书馆座位预约系统API

Python 65 17 Updated May 23, 2019

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

Python 2,729 406 Updated Dec 2, 2022

deepfake detection codes, distributed pytorch training (AI换脸检测)

Python 32 6 Updated May 17, 2023

My exploration on improving Deepfake Detection based on Xception

Python 4 1 Updated Jun 14, 2023

Deepfake Detection: CS3244 Machine Learning Project

Python 2 Updated Apr 2, 2020

[Bachelor Graduation Project] Use Xception model for face anti-spoofing

Python 5 Updated May 15, 2023

Implementation of "Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations"

Python 27 8 Updated Jun 21, 2022

Old implementation and demonstration of the Capsule-Forensics. The Capsule-Forensics-v2 has been released here: https://github.com/nii-yamagishilab/capsule-forensics-v2

Python 35 11 Updated Oct 30, 2019

Github of the FaceForensics dataset

Python 2,317 526 Updated Dec 8, 2022

some collected paper and personal notes relevant to Fake Face Detetection

282 60 Updated Jul 15, 2021

The Pytorch implemention of Deepfake Detection based on Faceforensics++

Python 293 57 Updated Jul 13, 2023
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