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GitHub topics: cnn-from-scratch

Vladfsociety/vladk-neural-network

Mini-library that implements a simple version of a feedforward neural network (FNN) and convolutional neural network (CNN) from scratch using Python and PyTorch

Language: Jupyter Notebook - Size: 30.9 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

HeLad0X/mnist_custom_neural

Creating neural network from scratch with just basic python libraries such as cupy (numpy on crack) without any DL module like tensorflow, pytorch or sklearn.

Language: Python - Size: 399 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Mayurd9/CNN-from-scratch

This is the Convolutional Neural Network (CNN) implementation with a single convolution layer from scratch using Numpy library. The image dataset on which classification is done is MNIST. It is able to classify with more than 97% classification accuracy after training for just 1 epoch.

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

zishansami102/CNN-from-Scratch

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Language: Python - Size: 46 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 267 - Forks: 79

maniraman-periyasamy/CNN-CPU

This is a simple CNN CPU, GPU implementation where the model can be submitted as a Dictionary for the CPU and GPU version.

Language: Python - Size: 15.8 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

applesoju/DeepNeuralNetworks-P

Language: Python - Size: 726 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

cankobanz/CNN-from-scratch

Trying implementation of convolutional neural network (CNN) from scratch. Only using numpy.

Language: Jupyter Notebook - Size: 199 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

leiluk1/intro-to-cv

Lab assignments including the implementation of convolutional neural network from scratch using numpy only for Introduction to Computer Vision course held at Innopolis University

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

skalinin/CNN-from-Scratch

An implementation of a convolutional network in Python using only numpy and comparing the results on MNIST with a similar torch model.

Language: Python - Size: 19 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 12

GauravG-20/Landmark-Image-Recognition-App

The app takes image input from the user and accurately classifies the landmark in the image. It gives the top 5 possible landmark names with the probability.

Language: HTML - Size: 86 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

brianwang00001/CNN-from-scratch

An efficient numpy-based CNN library with PyTorch-style APIs

Language: Jupyter Notebook - Size: 25 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Najib-Haq/Vectorized-CNN-from-scratch

Vectorized CNN implementation from scratch using only numpy

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Najib-Haq/CSE-472-Machine-Learning

ML Sessional of BUET CSE Dept

Language: Jupyter Notebook - Size: 18.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ShivamShrirao/dnn_from_scratch

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

Language: Python - Size: 18.4 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 26 - Forks: 4

sichkar-valentyn/Neural_Networks_for_Computer_Vision

Implementing Neural Networks for Computer Vision in autonomous vehicles and robotics for classification, pattern recognition, control. Using Python, numpy, tensorflow. From basics to complex project

Language: Jupyter Notebook - Size: 68.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 8

JamesQuirk/CNN-From-Scratch

Language: Python - Size: 22.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0