In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

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Mutual labels: cnn

Pcn Ncnn

PCN based on ncnn framework.

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PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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Mutual labels: gan

Pix2pix

Image-to-image translation with conditional adversarial nets

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Mutual labels: gan

Android Java Chat App

Open-source Voice & Video Calling and Text Chat App for Java (Android)

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Mutual labels: voice

Pytorch Pix2pix

Pytorch implementation of pix2pix for various datasets.

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Mutual labels: gan

Lstm Cnn classification

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Mutual labels: cnn

Colorizer

Add colors to black and white images with neural networks (GANs).

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Mutual labels: gan

Hand Detection.pytorch

FaceBoxes for hand detection in PyTorch

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Mutual labels: cnn

Cnn Interpretability

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

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Mutual labels: cnn

Dispnet Flownet Docker

Dockerfile and runscripts for DispNet and FlowNet1 (estimation of disparity and optical flow)

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Mutual labels: cnn

Audioswitch

An Android audio management library for real-time communication apps.

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Mutual labels: voice

Artediting

Modeling Artistic Workflows for Image Generation and Editing (ECCV 2020)

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Mutual labels: gan

Pacgan

[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks

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Mutual labels: gan

Inr Gan

Adversarial Generation of Continuous Images [CVPR 2021]

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Mutual labels: gan

Frechet Inception Distance

CPU/GPU/TPU implementation of the Fréchet Inception Distance

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Mutual labels: gan

Cycle Gan Tf

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

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Mutual labels: gan

Gtsrb

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

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Mutual labels: cnn

Semantic Object Accuracy For Generative Text To Image Synthesis

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

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Mutual labels: gan

Deeplearning Nlp Models

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

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Mutual labels: cnn

Unityrtc

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sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

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Mutual labels: cnn

Esrgan Tf2

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

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Mutual labels: gan

Ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

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Mutual labels: gan

Recursive Cnns

Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."

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Mutual labels: cnn

Cnn Paper2

🎨 🎨 深度学习卷积神经网络教程：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨 https://dataxujing.github.io/CNN-paper2/