Top 19 Mnist Open-Source Projects

• fashion-mnist

  15 11,439 0.0 Python

  A MNIST-like fashion product database. Benchmark :point_down:

  

Project mention: Logistic Regression for Image Classification Using OpenCV | news.ycombinator.com | 2023-12-31

In this case there's no advantage to using logistic regression on an image other than the novelty. Logistic regression is excellent for feature explainability, but you can't explain anything from an image.

Traditional classification algorithms but not deep learning such as SVMs and Random Forest perform a lot better on MNIST, up to 97% accuracy compared to the 88% from logistic regression in this post. Check the Original MNIST benchmarks here: http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/#

• lingvo

  1 2,778 8.5 Python

  Lingvo

  

• InfluxDB

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• disentangling-vae

  1 766 0.0 Python

  Experiments for understanding disentanglement in VAE latent representations

• free-spoken-digit-dataset

  1 596 0.0 Python

  A free audio dataset of spoken digits. An audio version of MNIST.

• Pytorch-PCGrad

  1 265 1.8 Python

  Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

• gan-vae-pretrained-pytorch

  1 162 0.0 Jupyter Notebook

  Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

• AdasOptimizer

  2 85 5.8 C++

  ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance

• SaaSHub

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• NeuralNetworks

  1 62 8.1 C++

  A resource-conscious neural network implementation for MCUs (by GiorgosXou)

Project mention: Is there anything like Embedded Artificial Intelligence & Machine Learning? Can anyone tell me more about it? | /r/embedded | 2023-12-07

Here's a resource-efficient Neural-Network library that I made1 specifically for MCUs, which I think you will find pretty interesting. Here's a simple xor-circuit NN example and here's a more advanced NN that predicts handwritten digits2 on an arduino UNO. Those combined with this research, I believe that will answer many of your questions and get you started.

• bevmnist

  1 56 0.0 Rust
  

• learning_with_signatures

  2 55 0.0 HTML

  Learning with Signatures

• live-digit-recognition

  4 42 0.0 JavaScript

  🔢 Computer will recognize the digits you wrote on a beautiful web-interface

• dnn_from_scratch

  1 29 0.0 Python

  A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

• handwritten-multi-digit-number-recognition

  1 21 0.0 Jupyter Notebook

  Recognize handwritten multi-digit numbers using a CRNN model trained with synthetic data.

• classification

  1 20 0.0 Python

  Classification of the MNIST dataset using various Deep Learning techniques

• machine.academy

  1 11 7.6 C#

  Neural Network training library in C++ and C# with GPU acceleration

• idx2numpy_array

  1 6 0.0 Jupyter Notebook

  Convert data in IDX format in MNIST Dataset to Numpy Array using Python

• mnistMuddle

  2 3 0.0 Jupyter Notebook

  Generating poorly written digits to prove humans' handwriting is still good!

• PyTorch-Examples

  2 2 0.0

  PyTorch examples where I use well-known datasets to train different models.

• Denoiser_Encoder-With-DNcnn

  1 1 10.0 Python

  this project is created based on state of the art model Dncnn . This is a simple implementation of image denoising

• SaaSHub

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Mnist related posts

• Logistic Regression for Image Classification Using OpenCV

  2 projects | news.ycombinator.com | 31 Dec 2023

• Pre-Trained ML models for labeling retail images? Upload an image of a dress shirt and the labels output are “long sleeve, men’s, button down, collar, formal, dress shirt” or better?

  1 project | /r/learnmachinelearning | 25 Apr 2023

• The Paradigm Shift Towards Multimodal AI Jina AI MLOps for Multimodal AI Neural Search and Creative AI

  1 project | dev.to | 5 Dec 2022

• MNIST classification using pytorch/I will do data science, data analysis, machine learning in python

  1 project | /r/kalivouches | 31 Oct 2022

• Computer Vision 101 - Fashion MNIST

  1 project | dev.to | 16 Jul 2022

• PyTorch-Tutorial: PyTorch examples where I use well-known datasets to train different models. It's open-source so any contributions are welcome!

  1 project | /r/coolgithubprojects | 26 Jun 2022

• [R] Authors Claim to Have "Solved" MNIST and CIFAR

  3 projects | /r/MachineLearning | 19 Apr 2022
• A note from our sponsor - InfluxDB
  www.influxdata.com | 2 May 2024

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