Home / Python / Deep Learning

Lightweight version of mxnet neural art implementation

neural-art-mini Lightweight version of mxnet neural art implementation using ~4.8M SqueezeNet model. Compressed model is less than 500KB Sources SqueezeNet: AlexNet-level accuracy with 50x fewer parameters an
Information
Category: Python / Deep Learning
Watchers: 8
Star: 265
Fork: 36
Last update: Oct 15, 2021
2 Open More issues
Closed

gram_loss.append(mx.sym.sum(mx.sym.square(gvar - gram[i])))

hi!when i running ,there is an error: gram_loss.append(mx.sym.sum(mx.sym.square(gvar - gram[i]))) AttributeError: 'module' object has no attribute 'sum' my mxnet tag is 20160321 and neural-style is ok.

opened Jun 6, 2016 by yuzhuqingyun 1
Closed

Re-impementation in other framework

Hello. For my project I need implementation of neural style with small-size models, like this. Unfortunately, in the project we use other framework.

And now my question is : is there any mxnet-only specific staff in this implementation? Can I rewrite it with other framework (keras\tf\theano) rapidly?

P.s. also can this implementation mix to or more styles?

Thanks and best regards

opened Nov 13, 2016 by gogolgrind 0
Closed

About more information

Can you tell us more information about training time and the result. I think you can update readme for showing more information

opened Apr 2, 2017 by dovanchan 0
Open

About init_image

I think you forget to add a parameter:init_imgae. As I know,the init image is very important for the result; It's useful for choose content,style,or random init_image for init_image So I hope oneday you can update this parameter

opened Apr 2, 2017 by dovanchan 0
Open

Could SqueezeNet_v1.1 make this faster?

Would using the new SqueezeNet be faster without sacrificing quality?

opened Jun 6, 2016 by udf 2

Contents
    ijkguo Parallel Faster R-CNN implementation with MXNet.
    songtianyi go binding for mxnet c_predict_api to do inference with pre-trained model
    XD-DENG A Flask (Python) Web Interface for MXNet Image Classifier
    terrychenism A MXNet Implementation for Drop an Octave
    sookinoby Mxnet-cnn-samples
    KeyKy mobilenet-mxnet
    manujeevanprakash Mxnet-cnn-samples
    luoyetx mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.
    hpi-xnor BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet
    knjcode An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.
    chinakook A curated list of MXNet examples, tutorials and blogs.
    lyttonhao MXNet Code For Demystifying Neural Style Transfer (IJCAI 2017)
    awslabs Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
    symisc Real-Time ASCII Art Rendering Library
    jvalen Pixel art animation and drawing web app powered by React
    amygoodchild Collating information about generative art when useful stuff comes up in the gen art club slack
    mantinband GitHub Contribution Art is a web interface which can be used to create pixel art on the GitHub contribution grid 💪
    TuSimple An MXNet implementation of Mask R-CNN
    chinakook A MXNet/Gluon implementation of MobileNetV2
    LaoDar a simple and fast mxnet version CNN based head pose estimator
    awslabs Amazon Deep Learning's Keras with Apache MXNet support
    Resource links
    https://github.com/pavelgonchar/neural-art-mini
    Share this repo

    Related Repos


    Deep Learning
    17
    IEEE ITU bunyesinde komitelere verilen Python3 egitiminin dokumanlastirilmis versiyonlari ...
    ituieee IEEE ITU Python Egitimi Nasil Faydalanmaliyim? Dersleri izledikten sonra dokumanlardaki kodlari yorum satirlari isaretlerini kaldirarak deneyebilirsin
     
    Deep Learning
    16
    Scalable training for dense retrieval models.
    facebookresearch Scalable implementation of dense retrieval. Training on cluster By default it trains locally: PYTHONPATH=.:$PYTHONPATH python dpr_scale/main.py traine
     
    Deep Learning
    14
    Unofficial API wrapper for seedr.cc
    AnjanaMadu Seedr API Unofficial API wrapper for seedr.cc Inspired by theabbie's seedr-api Powered by @harp_tech (Telegram) How to use You can install lib via git
     
    Deep Learning
    13
    The missing workbook for Freya Holmer's Shaders for Game Devs course.
    nucleartide Shaders for Game Devs: The Missing Workbook A workbook of exercises to accompany Freya Holmer's Shaders for Game Devs course. Motivation Shader writin
     
    Deep Learning
    13
    Implementation of Space Time Recurrent Memory Network, a recurrent net proposed at ICLR 20...
    lucidrains Space Time Recurrent Memory Network - Pytorch (wip) Implementation of Space Time Recurrent Memory Network, recurrent network competitive with attentio
     
    Deep Learning
    12
    Sample screenplay files for generating our public video tutorials using OpenResty Showman
    openresty Name showman-samples - Sample screenplay files for generating OpenResty's public videos using OpenResty Showman Table of Contents Name Description Ope
     
    Deep Learning
    12
    Official Pytorch implementation of "Learning Debiased Representation via Disentangled Feat...
    kakaoenterprise Learning Debiased Representation via Disentangled Feature Augmentation (Neurips 2021, Oral): Official Project Webpage This repository provides the off
     
    Deep Learning
    11
    Pretty print numbers in Julia.
    ronisbr PrettyNumbers.jl This package has the purpose to provide a way to render numbers in a more visual way for data analysis. Currently, we only have the t
     
    Deep Learning
    11
    Mini-project to test GitHub.dev and its capabilities of running Jupyter Notebooks directly...
    wjptak Pure GitHub.Dev Python Jupyter Notebooks experiments using Pyodide The idea of this experimental mini-project is to walk through several possibilities
     
    Deep Learning
    11
    This project is here to enable a fast demo environment on your local environment, Minikube...
    MichaelCade Deploying a Kubernetes cluster on your local machine This walkthrough enables you to deploy a Kubernetes cluster on your local workstation along with
     
    Deep Learning
    10
    Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset...
    davidsvy Neural Scam Artist TL;DR A dataset of scam emails is scraped from an anti-fraud website. The dataset is then deduplicated using MinHash and LSH. The d
     
    Deep Learning
    10
    New SLAM-related papers submitted to arXiv.org. Update weekly.
    DreamWaterFound SLAM-NewsPaper：SLAM 新文 本仓库周更，跟踪提交到 arXiv.org 上的、和 SLAM 有关，或对 SLAM 相关研究有启发的论文。需要注意的是： arXiv 上提交的、未注明发表或被accepted的新文章并未经过完整的同行评议，其内容真实性无法保证，请小伙伴们阅读时务必注意
     
    Deep Learning
    17
    3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
    choyingw SynergyNet 3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry Cho-Ying Wu, Qiangeng Xu, Ulrich Neumann, CGIT Lab at Unive
     
    Deep Learning
    13
    Official codes: Self-Supervised Learning by Estimating Twin Class Distribution https://ar...
    bytedance TWIST: Self-Supervised Learning by Estimating Twin Class Distributions Codes and pretrained models for TWIST: @article{wang2021self, title={Self-Sup
     
    Deep Learning
    13
    Python logging package for easy reproducible experimenting in research @ SMILE Lab
    MingSun-Tse smilelogging Python logging package for easy reproducible experimenting in research. Developed by the members of SMILE Lab. Why this package may help