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books

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

cnn-from-scratch

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

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

coingrig-wallet

Next-Gen Digital Wallet. Crypto, Banking and Stocks

data-engineering-zoomcamp

Free Data Engineering course!

deeplearning-mnist-handwritting

Image recognition project using the NVIDIA DIGITS environment to train a GoogLeNet CNN to accurately identify handwritten characters

devoir

projetJEE

digital-banking-angular-front

ethereum-charity-donation-dapp

Building an application to create a payment portal for charity organisations. The app will be built on an ethereum test network.

handwritingrecognition-cnn

This CNN-based model for recognition of hand written digits attains a validation accuracy of 99.2% after training for 12 epochs. Its trained on the MNIST dataset on Kaggle.

handwrittingrecognitioncnn

imgur5k-handwriting-dataset

IMGUR5K handwriting set. It is a handwritten in-the-wild dataset, which contains challenging real world handwritten samples from different writers.The dataset is shared as a set of image urls with annotations. This code downloads the images and verifies the hash to the image to avoid data contamination.

ionic-uber-clone

Ionic 4 Taxi Booking script

manuscripts-classification-using-convolutional-deep-learning-networks

The thesis concentrates on improving recognition performance for small datasets using convolutional neural networks (CNN). Specifically, it is about type classification of handwritings in Latin. The main topics are the use of pre-training and the influence of pre-training on augmented datasets. In the thesis, the impact of learning-rate changes and also the effect of fixing weights in several layers of the beginning of the network are examined. Last but not least, there is space devoted to preprocessing of the dataset using whitening. The whitening is used in the context of individual images.

material-dashboard-react

React version of Material Dashboard by Creative Tim

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

mnist_tutorial

A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.

projet-jee

projetdevoirjee

projetJEE

react_dashboard

tensorflowhandwritingrecognition

Using Tensorflow to classify the NIST Dataset 19 (Handwriting)

ubereats

Uber Eats clone with React Native and AWS Amplify

unicode-data-and-character-array

greek latin hebrew arabic key value character array of Unicode data