An autonomous navigation system for drones in both urban and rural environments.
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Jan 6, 2026 - C++
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mnist-classifier
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Quantum MNIST using amplitude encoding instead of dimensionality reduction.
machine-learning ai quantum machine-learning-algorithms ml artificial-intelligence mnist quantum-computing mnist-classification mnist-dataset machinelearning mnist-data quantum-algorithms mnist-classifier quantum-machine-learning mnist-handwriting-recognition machinelearning-python
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Dec 9, 2021 - Jupyter Notebook
I implemented a Naive Bayes classifier form scratch and applied it on MNIST dataset.
naive-bayes mnist naive-bayes-classifier mnist-classification mnist-dataset naive-algorithm naive-bayes-algorithm naivebayes naive-bayes-classification naive mnist-classifier mnist-model naive-bayes-implementation
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Nov 21, 2017 - Jupyter Notebook
An MNIST dataset classifier implemented from scratch in NumPy.
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Jul 4, 2021 - Python
This repo hold CV models for the Classification of single digit images. I used Pytorch and the Digit-Recognizer kaggle dataset for the training.
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Oct 3, 2020 - Python
MNIST handwritten digit classification using PyTorch
computer-vision deep-learning cnn python3 pytorch dataset mnist digits mnist-classification mnist-dataset convolutional-neural-networks handwritten-digits handwritten-digit-recognition mnist-image-dataset mnist-data fully-connected-network mnist-classifier mnist-handwriting-recognition fully-connected-deep-neural-network
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Aug 19, 2020 - Jupyter Notebook
Test project for neural networks - Handwritten digit recognition on MNIST dataset
java machine-learning reinforcement-learning deep-learning neural-network math vector matrix mnist matrix-multiplication neural-networks mnist-classification image-classification image-recognition handwritten-digit-recognition swing-gui stochastic-gradient-descent cross-entropy sigmoid mnist-classifier
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Nov 19, 2020 - Java
Problems Identification: This project involves the implementation of efficient and effective KNN classifiers on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x 28 pixels. Thus, the data set has 10 levels of classes.
mnist pca-analysis pca mnist-classification knn-search knn mnist-data knn-graphs knn-matting knn-algorithm-proof mnist-nn mnist-classifier nn-predictive-control mnist-model knn-regression knn-classification knn-model mnist-handwriting-recognition knn-classifier
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Oct 30, 2017 - Jupyter Notebook
A bare-bones (minimal dependencies) implementation of some ML algorithms (classifying/clustering) as part of the Machine Learning postgraduate course assignments in the GUC
naive-bayes least-squares mnist naive-bayes-classifier mnist-classification perceptron kmeans kmeans-clustering mnist-classifier leastsquares mnist-clustering
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Jan 2, 2020 - Jupyter Notebook
OCR for numbers in the MNIST dataset using various ML techniques.
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Jul 22, 2015 - Python
All my machine learning projects and tests.
python neural-network tensorflow mnist convolutional-neural-networks classifying-handwritten-digits testspace mnist-nn mnist-classifier
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Feb 26, 2020 - Python
Machine Learning model that recognizes hand written digits
machine-learning deep-learning neural-network mnist mnist-classification handwritten-digit-recognition mnist-classifier
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Feb 10, 2022 - Jupyter Notebook
MNIST Classification with Convolutional Neural Networks
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Jan 16, 2026 - Python
MNIST classifier using CNTK written in C++ and C#. Only used fully connected layers.
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Sep 13, 2018 - C#
Artificial neural networks processed with Tensorflow
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Jul 14, 2019 - Python
This project implements a CNN for handwritten digit classification on the MNIST dataset using PyTorch. It uses stacked convolutional layers with dropout, batch normalization, and max pooling to classify 28×28 grayscale digits (0–9) with Softmax output.
deep-learning pytorch mnist mnist-classification convolutional-neural-networks gradio handwritten-digit-recognition softmax mnist-classifier cnns max-pooling multi-class-classification mnist-handwriting-recognition handwritten-digit-classification digit-recognition-mnist digit-classifier digit-classification gradio-interface
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Oct 13, 2025 - Python
An MNIST number recognition created with Intel's OneAPI, compatible with Intel Arc GPUs, and potentially other devices.
machine-learning cpp ml mnist mnist-classification mnist-classifier cpp-project oneapi oneapi-dpc oneapi-classifier
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Apr 26, 2026 - C++
c-sharp machine-learning deep-neural-networks deep-learning cntk mnist mnist-classifier cognitive-toolkit
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Apr 25, 2026 - C#
Naive Implementation of PyTorch framework to solve the MNIST-Digit_Recognition Problem
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Sep 10, 2019 - Python
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