cnn-from-scratch

Here are 14 public repositories matching this topic...

zishansami102 / CNN-from-Scratch

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

python deep-learning mnist convolutional-neural-networks object-detection digit-recognition cnn-from-scratch

Updated Mar 16, 2024
Python

ShivamShrirao / dnn_from_scratch

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

python machine-learning library deep-neural-networks computer-vision deep-learning neural-network numpy keras cnn generative-adversarial-network gan mnist convolutional-neural-networks cifar cnn-from-scratch backpropagate ml-from-scratch optimizers

Updated Jun 19, 2021
Python

sichkar-valentyn / Neural_Networks_for_Computer_Vision

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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

Updated Dec 31, 2020
Jupyter Notebook

skalinin / CNN-from-Scratch

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

python deep-learning numpy cnn pytorch mnist convolutional-neural-networks backpropagation cnn-from-scratch

Updated Oct 14, 2021
Python

JamesQuirk / CNN-From-Scratch

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data-science machine-learning deep-learning cnn convolutional-neural-networks cnn-from-scratch

Updated May 21, 2022
Python

maniraman-periyasamy / CNN-CPU

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

cnn mnist-classification convolutional-neural-networks cnn-classification cnn-from-scratch cnn-layer cnn-cpu convolutional-neural-networks-cpu cnn-cpu-gpu-comparision

Updated Nov 15, 2020
Python

Najib-Haq / Vectorized-CNN-from-scratch

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Vectorized CNN implementation from scratch using only numpy

numpy convolutional-neural-networks backpropagation handwritten-digit-recognition vectorized cnn-classification cnn-from-scratch wandb maxpool2d numtadb

Updated Feb 23, 2023
Jupyter Notebook

leiluk1 / intro-to-cv

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Lab assignments including the implementation of convolutional neural network from scratch using numpy only

computer-vision cnn-from-scratch backpropagation-neural-network cnn-numpy

Updated Dec 17, 2023
Jupyter Notebook

brianwang00001 / CNN-from-scratch

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

cnn convolutional-neural-networks cnn-from-scratch

Updated Jun 30, 2023
Jupyter Notebook

Jayanth-MKV / Landmark-Classification-Tagging-for-Social-Media

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Photo sharing and photo storage services like to have location data for each photo that is uploaded. With the location data, these services can build advanced features, such as automatic suggestion of relevant tags or automatic photo organization, which help provide a compelling user experience.

cnn pytorch cnn-classification pytorch-cnn-classification cnn-from-scratch resnet50 model-creation transfer-learning-with-cnn

Updated Oct 14, 2023
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Najib-Haq / CSE-472-Machine-Learning

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ML Sessional of BUET CSE Dept

numpy linear-algebra expectation-maximization gaussian-mixture-models logistic-regression convolutional-neural-networks cnn-from-scratch bagging-ensemble

Updated Feb 23, 2023
Jupyter Notebook

GauravG-20 / Landmark-Image-Recognition-App

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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.

torch landmark-detection udacity-machine-learning-nanodegree cnn-architecture voila cnn-from-scratch torchvision streamlit-webapp transfered-learning