softmax-classifier

Classifying fruit types using a deep learning method, namely Convolutional Neural Network (CNN/ConvNet), which is a type of artificial neural network that is generally used in image recognition and processing. And carry out the process of improvement mode with transfer learning.

heroku docker deep-learning deployment tensorflow improvement fruit classification convolutional-neural-network softmax-classifier streamlit streamlit-webapp

Updated Jul 30, 2022
Jupyter Notebook

gksoriginals / softmax-classifier-implementation

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This is a naive implementaion of softmax classifier with cross entropy loss functioon

python iris-dataset softmax-classifier

Updated Feb 5, 2017
Python

ayesha92ahmad / SVM-Softmax-Classifier-CIFAR10-dataset

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Read and process CIFAR10 dataset, implement SVM and Softmax classifiers, train , and also tune up hyper parameters.

image-processing cifar10 svm-classifier softmax-classifier

Updated Nov 12, 2017
Python

jajokine / Digit-Recognizer

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MITx - MicroMasters Program on Statistics and Data Science - Machine Learning with Python - Second Project

modular-arithmetic kernel-methods svm-classifier mnist-image-dataset radial-basis-function softmax-classifier mnist-handwriting-recognition principal-component-analysis-pca

Updated May 14, 2022
Python

radoslawregula / iris-classification

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Jupyter notebook implementing an efficient machine learning method to classify flowers from the Iris data set.

python machine-learning scikit-learn jupyter-notebook classification iris-dataset softmax-classifier

Updated Feb 20, 2020
Jupyter Notebook

cryptomanic / DeepLearningBasics

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Just exploring Deep Learning

word2vec linear-regression keras regularization l2-regularization rmsprop stochastic-gradient-descent adam-optimizer batch-gradient-descent mini-batch-gradient-descent softmax-classifier gradient-descent-momentum continuous-bag-of-words regularization-dropout inverted-dropout

Updated Jul 25, 2020
Jupyter Notebook

KevinKiambe / DeepHistopathology

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Deep Learning breast histology microscopy image recognition using Convolutional Neural Networks

deep-neural-networks deep-learning gpu matlab cuda supervised-learning classification convolutional-neural-networks support-vector-machines k-nearest-neighbor softmax-classifier microscopy-images histological-images

Updated May 10, 2018
MATLAB

SameetAsadullah / cs231n-Softmax-Classifier-on-Cifar10-Dataset

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Applied Softmax Classifier on Cifar10 Dataset

python jupyter-notebook python3 pycharm cifar10 softmax pycharm-ide cifar-10 softmax-classifier cifar10-classification

Updated Aug 15, 2022
Python

Harshpatel44 / Softmax-classifier-Network

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Repository contains neural network for classification using softmax as an activation function

machine-learning python3 backpropagation softmax-classifier ipynb-jupyter-notebook

Updated Apr 18, 2020
Jupyter Notebook

Ishan7390 / NN_fashMNIST

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Neural Network to predict which wearable is shown from the Fashion MNIST dataset using a single hidden layer

neural-network mnist-classification hidden-layers adam-optimizer softmax-classifier relu-layer cross-entropy-loss

Updated Nov 13, 2019
Python

ndvinh98 / CS331.K11-FlowersClassification

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Classifying the following 5 types of flowers: Rose, Daisy, Dandelion, Sunflower and Tulip

keras cnn pretrained-models svm-classifier softmax-classifier googlecollab

Updated Jun 24, 2020
Jupyter Notebook

aswinrao / Breast-Cancer-Wisconsin-Diagnostic-Data-Set-Softmax-KNN-MLP

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Compared 3 Machine learning algorithms namely Softmax classification, K nearest neighbours and Multilayer Perceptron using F-1 scoring on Breast Cancer Wisconsin dataset. Used Features based on digitized image of a fine needle aspirate (FNA) of a breast mass. Used Scikit SKLearn to Implement the 3 models.

knn-classification mlp-classifier softmax-classifier comparisons