functional-api

There are 0 repository under functional-api topic.

shreyasvedpathak / Tensorflow-Advanced-Techniques-Solutions
This repository contains my solutions for the Coursera course TensorFlow: Advanced Techniques Specialization. Expand your knowledge of the Functional API and build exotic non-sequential model types. Learn how to optimize training in different environments with multiple processors and chip types and get introduced to advanced computer vision scenarios such as object detection, image segmentation, and interpreting convolutions. Explore generative deep learning including the ways AIs can create new content from Style Transfer to Auto Encoding, VAEs, and GANs.
deep-learning computer tensorflow object-detection gans autoencoder variational-autoencoder functional-api coursera tensorflow2 machine-learning image-segmentation
Language:Jupyter Notebook 31
Ankit-Kumar-Saini / Coursera_TensorFlow_Advanced_Techniques_Specialization
Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep learning including Auto Encoding, VAEs, and GANs to create new content.
auto-encoders coursera-specialization custom-layers custom-loss-functions custom-model-development custom-training-loops functional-api generative-adversarial-networks gradcam-visualization gradient-tape-optimization image-segmentation mask-rcnn model-interpretability object-detection retina-net saliency-map tensorflow2 variational-autoencoders
Language:Jupyter Notebook 10
DiegoVictor / functional-api
Study Case API with SOLID and no OOP
api api-rest dependency-injection firebase firestore functional-api javascript jest js microservices node nodejs tests ts typescript
Language:TypeScript 6
ChaitanyaC22 / Multi-Input-Multi-Output-MNIST-Image-Digit-and-Summed-Output-Classification
The goal of this project is to build a neural network that takes an MNIST handwritten digit (0-9) image and a random number (digit 0-9) as inputs and returns the predicted class label (0-9) for the input image and its addition (sum) with the input random number as summed output (range 0-18) label as outputs.
cnn-classification data-visualization deep-neural-networks exploratory-data-analysis image-data-generator image-processing keras mnist-classification model-building model-evaluation multi-inputs python3 tensorflow multi-outputs functional-api
Language:Jupyter Notebook 5
Air-Pollution-Classification
nileshparab42 / Air-Pollution-Classification
This deep learning project focuses on building a robust air quality classifier from photos using two different deep learning architectures.
deep-learning functional-api mobile-net transfer-learning vgg16
Language:Jupyter Notebook 4
rmodi6 / relation-extraction
RNN and CNN based Relation Extraction models in tensorflow 2.0
cnn functional-api gru information-extraction keras natural-language-processing relation-extraction rnn tensorflow2
Language:Python 3
Om4AI / Wine-Quality-Estimator-and-Type-Predictor
Neural Network to estimate wine's quality and its type
neural-networks functional-api tensorflow2 keras pandas scikit-learn
Language:Jupyter Notebook 2
Agrover112 / Acute_Inflammations
Prediction of acute inflammations of urinary bladder and acute nephritises using UCI Acute Inflammations Data Set.
tensorf multi-output-networks functional-api keras-tensorflow health-data uci-machine-learning multi-task-learning acute-inflammations acute-nephritises
Language:Jupyter Notebook 1
EPSOFT / Functional-API
Functional API
api functional functional-api tensorflow
Language:Jupyter Notebook 1
manabil / Tensorflow-Advanced-Techniques-Specialization
TensorFlow: Advanced Techniques Specialization by Laurence Moroney, and Eddy Shyu in Coursera by DeapLearning.AI
custom-activation-function custom-layer custom-model functional-api tensorflow coursera coursera-machine-learning
Language:Jupyter Notebook 1
manish-vi / lstm_donors_choose
Keras functional api on DonorsChoose dataset.
binary-classification functional-api keras lstm-neural-networks nueral-networks
Language:Jupyter Notebook 1
Oscaralsa / ANN-with-R
Artificial Neural Networks with R using keras, neuralnet and functional API.
ann neural-networks artificial-neural-networks r keras-neural-networks neuronalnetwork functional-api
Language:R 1
saminheydarian / Digital_Image_Processing_TA_2021
Digital Image Processing Course | Home Works Design| Fall 2021 | Dr. MohammadReza Mohammadi
resnet traffic-sign-classification tumor-detection functional-api sequential-api conv3d-vs-conv2d cross-entropy-loss lbp jpeg-image-compression image-degradation huffman-coding
Language:Jupyter Notebook 1
abs-sayem / deep_learning
Design Deep Learning Models
functional-api keras-neural-networks sequential-models subclassing
Language:Jupyter Notebook 0
Donor-choose-application-screening-using-LSTM
imamitsingh / Donor-choose-application-screening-using-LSTM
Predict whether a DonorsChoose.org project proposal submitted by a teacher will be approved.
nlp machine-learning keras-tensorflow exploratory-data-analysis text-preprocessing lstm-neural-networks functional-api deep-neural-networks tf-idf-vectorizer embeddings-word2vec conv1d tensorboard-visualizations auc-scores categorical-cross-entropy adam-optimizer
Language:Jupyter Notebook 0
ImanNoferesti / TensorFlow_DeepDive
This repository is a testament to my growth and understanding of deep learning. It highlights foundational skills in TensorFlow, demonstrates hands-on applications like car price prediction, and culminates in an advanced medical imaging project for malaria diagnosis.
cnn convolutional-neural-networks custom-loss-functions cutmix data-augmentation deep-learning functional-api linear-regression machine-learning mixup model-evaluation model-training neural-networks resnet sequential-api tensorboard tensorflow tensors
Language:Jupyter Notebook 0
k-karna / tensorflow2_dl
Tensorflow 2: for Deep Learning Specialization | Imperial College London
functional-api model-subclassing python tensorflow2
Language:Jupyter Notebook 0
neural_network_stacked_generalization_xgboost_glm
lennartwallentin / neural_network_stacked_generalization_xgboost_glm
I showcase that I have broad set of skills regarding machine learning algorithms since I use Logistic Regression, XGBoost and Neural Networks in this project. Especially that I have a good understanding regarding neural networks and the Keras library.
auc batch-normalization bayesian-optimization business-logic feature-selection functional-api glm hyperparameter-optimization keras keras-classification-models keras-neural-networks logistic-regression machine-learning neural-network python recursive-feature-elimination relu stacking tensorflow xgboost
Language:Jupyter Notebook 0
neilambion / TF-Wine-Quality-Dataset
This is my take on the Wine Quality Dataset. (Multi Label problem)
tensorflow neural-networks functional-api regression classification multi-label-problem deep-learning
Language:Jupyter Notebook 0
RajKulk16 / Transfer-Learning-Functional-APIs
Age and Gender prediction from facial images using VGG16 and the Keras Functional API.
functional-api keras-tensorflow vgg16
Language:Jupyter Notebook 0
sunsikim / demo-cifar10-classifier
Streamlit Demo of CIFAR10 Data Classifiers
cv functional-api keras-callback streamlit tensorflow2 tf-image tf-data
Language:Python 0
sushant-joshi / tensorflow-deepdive
Building Advanced Neural Networks with Tensorflow: A Deepdive
cnn computer-vision custom-layers custom-loss-functions custom-models functional-api lstm nlp rnn sequential-models tensorflow2 time-series
Language:Jupyter Notebook 0
tharangachaminda / cnn_sign_language_detection
Convolutional Neural Network project for sign language detection.
convolutional-neural-networks functional-api keras portfolio tensorflow
Language:Jupyter Notebook 0
y656 / Digit-Recognizer-with-MNIST-data
This repository contains application of functional api and sequential api for the hello world dataset in computer vision
convolutional-neural-networks deep-learning deep-neural-networks functional-api sequential-api kaggle-competition tensorflow
Language:Jupyter Notebook 0
Raiseku / Youtube_NLP_Task
Git repository for the following video: https://www.youtube.com/watch?v=qj4NHdX2wfI&feature=youtu.be
functional-api keras-tensorflow neural-network
Language:Python

functional-api

shreyasvedpathak / Tensorflow-Advanced-Techniques-Solutions

Ankit-Kumar-Saini / Coursera_TensorFlow_Advanced_Techniques_Specialization

DiegoVictor / functional-api

ChaitanyaC22 / Multi-Input-Multi-Output-MNIST-Image-Digit-and-Summed-Output-Classification

nileshparab42 / Air-Pollution-Classification

rmodi6 / relation-extraction

Om4AI / Wine-Quality-Estimator-and-Type-Predictor

Agrover112 / Acute_Inflammations

EPSOFT / Functional-API

manabil / Tensorflow-Advanced-Techniques-Specialization

manish-vi / lstm_donors_choose

Oscaralsa / ANN-with-R

saminheydarian / Digital_Image_Processing_TA_2021

abs-sayem / deep_learning

imamitsingh / Donor-choose-application-screening-using-LSTM

ImanNoferesti / TensorFlow_DeepDive

k-karna / tensorflow2_dl

lennartwallentin / neural_network_stacked_generalization_xgboost_glm

neilambion / TF-Wine-Quality-Dataset

RajKulk16 / Transfer-Learning-Functional-APIs

sunsikim / demo-cifar10-classifier

sushant-joshi / tensorflow-deepdive

tharangachaminda / cnn_sign_language_detection

y656 / Digit-Recognizer-with-MNIST-data

Raiseku / Youtube_NLP_Task