Feed Forward Multi-Layer Neural Network implemented in C++ 17, optimized using OpenMP 5.1 and tested on fashion MNIST dataset.
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Aug 26, 2022 - C++
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fashion-mnist-dataset
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Fashion Mnist image classification using cross entropy and Triplet loss
python3 pytorch image-classification tensorboard triplet-loss triplet fashion-mnist fashionmnist early-stopping fashion-mnist-dataset triplet-margin-loss triplet-neural-network triplet-networks
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Mar 5, 2020 - Python
Explainable AI & fashion talk & experiments
machine-learning ai tensorflow keras ml artificial-intelligence artificial-neural-networks lime artificial-intelligence-algorithms fashion-mnist xai t3chfest bias-detection fairness-ai keras-vis shap fashion-mnist-dataset fairness-ml bias-mitigation
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Nov 22, 2022 - Jupyter Notebook
Train and Inference on Fashion Mnist dataset using TensorFlowJS
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Jul 19, 2024 - JavaScript
There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average…
deep-neural-networks code tensorflow python3 report image-classification cnn-keras tensorflow-models cnn-classification fashion-classifier fashion-mnist-dataset
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Oct 1, 2020 - Jupyter Notebook
image classification and manipulation in python machine learning on fashion mnist dataset
python image-processing dataset image-manipulation image-classification image-recognition machinelearning manipulation image-analysis predictions fashion-mnist tenorflow fashionmnist fashion-mnist-dataset keras-library epochs
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Jan 19, 2020 - Jupyter Notebook
ai cnn artificial-intelligence artificial-neural-networks augmentation polynomial-arithmetic model-training cnn-classification fashion-mnist model-train fashion-mnist-dataset model-testing model-test
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Apr 13, 2023 - Jupyter Notebook
Clustering of Fashion MNIST Dataset with Using PCA for dimension reduction and K-means for clustering
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May 31, 2021 - Python
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Dec 26, 2020 - Jupyter Notebook
How to perform distributed training on Amazon SageMaker using SageMaker's Distributed Data Parallel library and debug using Amazon SageMaker Debugger.
aws machine-learning jupyter-notebook python3 convolutional-neural-network amazon-sagemaker fashion-mnist-dataset tensorflow2 sagemaker-distributed-data-parallel sagemaker-debugger
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Jun 8, 2021 - Jupyter Notebook
How to perform training on Amazon SageMaker using SageMaker's script mode and debug using Amazon SageMaker Debugger.
aws machine-learning jupyter-notebook python3 convolutional-neural-network amazon-sagemaker fashion-mnist-dataset tensorflow2 sagemaker-debugger
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Jun 8, 2021 - Jupyter Notebook
Repository consists of pre-trained CNN model in pytorch, hitting 89% on Fashion MNIST dataset. Adversarial attack was implemented on a given model. Results are below.
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May 13, 2020 - Python
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Jun 4, 2023 - Python
Demos for training different CNNs on the Fashion-MNIST dataset
deep-neural-networks deep-learning cnn pytorch fashion-mnist pytorch-cnn fashion-mnist-dataset fashion-mnist-model
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Aug 31, 2024 - Python
explains how to build Convolutional Neural Network(CNN) for Fashion MNIST project which is an Image Recognition Clothing Prediction Web App which we are going to build using Convolutional Neural Network and Flask App. This is a complete project tutorial series where we are going to learn how to train the CNN model on Fashion MNIST greyscale Imag…
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May 14, 2021 - Jupyter Notebook
In this work, author trained a CNN classifier using Keras and TensorFlow backend for prediction of fashion-items in Fashion MNIST dataset, achieving an accuracy of 92.5%.
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Jul 14, 2020 - Python
machine-learning computer-vision deep-learning tensorflow keras cnn-model cnn-classification fashion-mnist fashion-mnist-dataset
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Feb 2, 2023 - Jupyter Notebook
testing Deep Neural Network accuracy on MNIST Clothing dataset
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Apr 22, 2021 - Python
A comprehensive analysis of the Fashion MNIST dataset using PyTorch. Covers data preparation, EDA, baseline modeling, and fine-tuning CNNs like ResNet. Includes modular folders for data, notebooks, and results. Features CSV exports, visualizations, metrics comparison, and a requirements.txt for easy setup. Ideal for ML workflow exploration.
computer-vision numpy scikit-learn exploratory-data-analysis machine-learning-algorithms jupyter-notebook pandas pytorch seaborn vgg deep-learning-algorithms image-classification convolutional-neural-networks confusion-matrix hyperparameter-tuning model-evaluation fine-tuning resnet-18 matplotlib-pyplot fashion-mnist-dataset
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Jun 28, 2025 - Jupyter Notebook
Fashion-MNIST is a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. Zalando intends Fashion-MNIST to serve as a direct drop-in replacement for the original MNIST dataset for benchmarking machine …
deep-neural-networks deep-learning convolutional-neural-networks fashion-mnist colab-notebook fashion-mnist-dataset fashion-classification
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Jan 4, 2022 - Jupyter Notebook
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