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GitHub topics: fully-connected-deep-neural-network

edaaydinea/Predictive-Modeling-of-Multiple-Sclerosis-Risk-in-CIS-Patients

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 6 - Forks: 1

HamidrezaZarrabi/BlessMark

BlessMark: A Blind Diagnostically-Lossless Watermarking Framework for Medical Applications Based on Deep Neural Networks

Language: Python - Size: 15.6 KB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 15 - Forks: 5

Mayurd9/NN-from-scratch

This is the code for a fully connected neural network. The code is written from scratch using Numpy, without using any ready-made deep learning library. In this, classification is done on the MNIST dataset. It is generalized to include various options for activation functions, loss functions, types of regularization, and output activation types.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Shubham-SK/udacity-DL-projects

My projects from the Udacity Deep Learning Nanodegree.

Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

srinadhu/convolutional_nn

Implemented fully-connected DNN of arbitrary depth with Batch Norm and Dropout, three-layer ConvNet with Spatial Batch Norm in NumPy. The update rules used for training are SGD, SGD+Momentum, RMSProp and Adam. Implemented three block ResNet in PyTorch, with 10 epochs of training achieves 73.60% accuracy on test set.

Language: Jupyter Notebook - Size: 713 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

Tejas-TA/Face-Mask-Detection-Real-Time-Computer-Vision

This repository contains code that implemented Mask Detection using MobileNet as the base model and Neural Network as the head model. Code draws a rectangular box over the person's face in red if no mask, green if the mask is on, with 99% accuracy in real-time using a live webcam. Refer to README for demo

Language: Jupyter Notebook - Size: 167 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

yaronso/DNN-Optimizers

Using different ML models with different optimizers (pytorch)

Language: Python - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

groshanlal/NN2Rules

Explain fully connected ReLU neural networks using rules

Language: Python - Size: 66.4 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

hanmacrad2/FCNs_GCNs_classify_fmri

Application of Fully Connected Neural Networks (FCNs) & Graphical Convolutional Neural Networks (GCNs) using pytorch to fmri movie data

Language: Jupyter Notebook - Size: 8.56 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

ghazaleh-mahmoodi/Neural_Networks

This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Abuzariii/Fashion-MNIST

Neural Networks Classification on Fashion MNIST.

Language: Jupyter Notebook - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

nadernamini/cs182-assignment1

CS 182 Spring 2019 - Assignment 1

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

apurvakatti19/Heart-Attack-Prediction

This projects constructs the fully connected layered (MLP)neural network models to predict the cardio vascular disease in the patient.To validate the models constructed, an ensemble method (using the voting) is implemented.

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

Junzhuodu/RoboND-DeepLearning-Project Fork of udacity/RoboND-DeepLearning-Project

RoboND Term 1 Deep Learning Project, Follow-Me

Language: Jupyter Notebook - Size: 92.6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
fully-connected-deep-neural-network 14 convolutional-neural-networks 6 neural-network 4 deep-learning 4 scipy 2 adam-optimizer 2 batch-normalization 2 relu-activation 2 keras 2 pytorch 2 python 2 mlp 2 numpy 2 machine-learning 2 computer-vision 2 dropout 2 neural-networks 2 interpretable-ai 1 rule-learning 1 brain-decoding 1 sematic-segmentation 1 interpretability 1 explainable-ai 1 explainability 1 tensorflow2 1 softmax-layer 1 python3 1 opencv 1 numpy-arrays 1 mobilenet 1 uci-machine-learning 1 fully 1 tensorflow 1 fashion-mnist 1 q-learning-algorithm 1 mountaincar-coninuous 1 mnist 1 lvq 1 kohonen-map 1 hopfield-network 1 genetic-algorithm 1 fuzzy-logic 1 frozenlake 1 cnn 1 art 1 adaboost 1 graphical-neural-networks 1 fmri-data 1 fmri-classification 1 long-short-term-memory 1 jupyter-notebook 1 generative-adversarial-network 1 amazon-web-services 1 neural-networks-from-scratch 1 neural-network-from-scratch 1 mnist-classification 1 gradient-descent 1 fully-connected-neural-network 1 backpropagation 1 ann 1 watermarking 1 roi-based-watermarking 1 cnn-tensorflow 1 blind-watermarking 1 multiple-sclerosis 1 lesion-segmentation 1 maxpooling 1 matplotlib 1 mask 1 label-binarizer 1 imagenet 1 face-detection 1 deep-neural-networks 1 sgd-optimizer 1 sgd-moment 1 rmsprop 1 pytorch-cnn-classification 1 cs231n-assignment 1 cifar-10 1 sentiment-analysis 1 scikit-learn 1 recurrent-neural-networks 1 python-3 1