McKlay/cnn-companion-book

Hands-on code-first guide to mastering Convolutional Neural Networks for real-world vision tasks using PyTorch & TensorFlow — code-first, concept-rich, and deployment-aware.

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dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

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ashutosh1919/explainable-cnn

📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.

Language: Python - Size: 3.99 MB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 229 - Forks: 34

kris96tian/ECG_Data_DeepLearning

Diagnosing ‘silent’ heart attack using ECG waveforms (A Nightingale Open Science dataset) | Real dataset trained using CNNs, RNNs etc., including web-app

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hellloxiaotian/ECNDNet

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

Language: Python - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 6

hellloxiaotian/ADNet

Attention-guided CNN for image denoising(Neural Networks,2020)

Language: Python - Size: 211 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 121 - Forks: 6

HamzaMehdi12/Yolo_Models

This book discusses Object Detection model using VGG and Yolo models with Deep CNN and NN moels

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gideonsuttle/stock-market-prediction

A deep learning application using CNN and LSTM models to predict stock market prices in real-time. Built with historical NSE data, this project combines time series analysis with neural networks for financial forecasting.

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mjjackey/DL_Lab_Soton

2018-2019 Semester2 at Soton, lab practice for Deep Learning

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hellloxiaotian/DudeNet

Designing and Training of A Dual CNN for Image Denoising (Knowledge-based Systems, 2021)

Language: Python - Size: 26.3 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 48 - Forks: 5

Coderx7/SimpleNet

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

Language: Python - Size: 387 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 95 - Forks: 22

shenghaowang/cnn-for-sentence-classification

Pytorch implementation of the CNN for Chinese offensive language detection

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sayedgamal99/Plant-Disease-Classifier

Language: Python - Size: 33.7 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 2

hellloxiaotian/ACNet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Language: Python - Size: 29 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 80 - Forks: 16

cruiseresearchgroup/forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Language: Python - Size: 5.44 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 4

swiss-territorial-data-lab/object-detector

A suite of Python scripts allowing the end-user to use Deep Learning to detect objects in georeferenced raster images.

Language: Python - Size: 28.1 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 17 - Forks: 1

Shikha-code36/early-exit-cnn

A deep learning framework that implements Early Exit strategies in Convolutional Neural Networks (CNNs) using Deep Q-Learning (DQN). This project enhances computational efficiency by dynamically determining the optimal exit point in a neural network for image classification tasks on CIFAR-10.

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igsb/GestaltMatcher

Facial analysis framework for genetic disorders with facial dysmorphism

Language: Python - Size: 510 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 13 - Forks: 9

omerbsezer/Fast-Pytorch 📦

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

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swarajkumarsingh/cnn-cifar-classification-model

Cifar classification model using Pytorch CNN module with ResNet9 model, with CUDA for training to archive 75% accuracy

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hellloxiaotian/LESRCNN

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Language: Python - Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 223 - Forks: 32

ThatAquarel/quake_matrix

Team Quake Matrix NASA Space Apps 2024 Submission - Variational Autoencoders for Data Augmentation in Lunar Seismic Frequency Domain Analysis Using Convolutional Neural Networks

Language: Python - Size: 2.71 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

CodeMaestro1/PatternTech-Suite

This repository features a collection of classical and modern pattern recognition techniques, from PCA and LDA to Perceptron and CNNs

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H-Ali13381/CNN-image-classification

CNN models for image classification built in PyTorch

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SudarshanaSRao/EE541-final_project-USC

CNN to translate ASL alphabets in to text

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Mohamed-Walied/Enhanced-Object-Recognition-using-CIFAR-10

A comparative Study of TensorFlow, PyTorch and Fine-Tuned AlexNet.

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anurima-saha/Multilabel_Image_Classification

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ANYANTUDRE/Generative-Adversarial-Networks-GANs

A very basic and simple example of how to use GANs to generate fake handwritten numbers.

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tmfreiberg/HAM10000-skin-lesion-classification

HAM10000 Skin Lesion Classification

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Ebimsv/Deep-learning-course-PyTorch

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Joe-Sun-7/1dCNN-with-Attention-for-ECG-classification

心律失常检测/ECG信号分类

Language: Python - Size: 1.52 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 6 - Forks: 0

GabrielEdradan/HMC-Grad

Automate handwritten multiple-choice test grading with HMC-Grad, using a CNN trained in PyTorch on the EMNIST dataset and OpenCV for image processing. Input the correction key and the images of the answer sheets to receive each one's correctness and score, along with item and score analysis, in CSV and XLSX formats, and the annotated images as JPG.

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itsluketwist/sports-image-prediction

Predicting a sport from an image using PyTorch and CNNs!

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hellloxiaotian/CFSRCNN

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Language: Python - Size: 32 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 109 - Forks: 12

RamiroPadilla/Procesamiento-de-Imagenes-Sadosky2024

Curso diseñado por Fundación Sadosky

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techyorzl/model-Archess

A Repo that contains multiple CNN, RNN, etc models which i have implemented from scratch in PyTorch along with their reference images!

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kattat13/AWS-MachineLearning-2024

Projects from AWS & Udacity Machine Learning Scholarship

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FandosA/Face_Tracking_From_Scratch_PyTorch

Implementation of a deep learning model based on the VGG16 neural network to track faces in a video or with a camera in real time.

Language: Python - Size: 246 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

TheDataDesk/RoWellRobot

Proactive strategies to save lives from borehole accidents

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YowaneSan/AIG220

Deep learning course

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Soumya-Chakraborty/Unsupervised-video-summarization-with-deep-GAN-reinforcement-learning

Unsupervised video summarization with deep(GAN) reinforcement learning

Language: Python - Size: 243 KB - Last synced at: 24 days ago - Pushed at: 10 months ago - Stars: 6 - Forks: 1

ehsanasgharzde/edepth

edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.

Language: Python - Size: 32.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 32 - Forks: 0

gliuck/BrainTumorDetection

Deep Learning exam project for classifying brain MRI images as "Tumor" or "Healthy" using various CNN models, including Custom CNN, ResNet18, and ImprovedCNN.

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TristanThorn/ml-from-scratch

Code snippets for a crash course in ml & biomed eng.

Language: Python - Size: 18.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SiddiquiZainab/Student_Concentration_Detection

A computer vision project for detecting student concentration levels using image classification techniques. The concentration levels can be one amongst the following two: engaged and not engaged.

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sergiosolorzano/qmnist-unity-sentis-nn

Trains convo neural network, converts to onnx, infer in Unity with Sentis NN

Language: C# - Size: 599 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray

Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁

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Aditya-Codes-247/Convolutional-Neural-Networks

This Repository hosts all my CNN related projects.

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hellloxiaotian/CDNet

Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 0

Slobodian17/CNN-for-Intel-Image-Classification

The notebook contents implementation of image classification using different CNN models: self-written & pretrained, using data Intel Image Classification.

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adamkurth/cxls_hitfinder

Development for peak detection at CXLS/CXFEL. Mainly focusing on deep learning CNN networks.

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whhsu2/Pap-Smear-Image-Classification

Image Classification for Pap Smear

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MarioPasc/Epilepsy-Displasia-focal-Segmentation

Neuroimaging Informatics Technology Initiative (NIfTI) RM (T1w & T2-FLAIR) segmentation of epilectic seizures using YOLOv8

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med-sci/teachmecadd

Classical cheminformatics and deep generative models

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jiaowoguanren0615/DLinear

This is a warehouse for DLinear-Pytorch-model, can be used to train your text dataset for time series forecasting tasks.

Language: Python - Size: 59.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

prekshivyas/CIS-5190-Applied-ML

Custom deep learning architectures for Sentiment Analysis and Image Classfication

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AbhijitChallapalli/Capstone_Project

Profile Face Recognition project

Language: Python - Size: 319 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

AlgoAIBoss/Final

Language: CSS - Size: 1.78 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

josepharielct/tennis_analyzer

This project utilizes various computer vision techniques to track two tennis players, a court's key-points, and a tennis ball. It also measures the players' ball shot speed, movement speed and number of shots that they have taken.

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kunjmehta/autoencoder-colorizer

A B/W image colorizer made using a residual connection powered autoencoder architecture

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Omanshu209/CNN-Classifier-Hub

Convolutional Neural Network(CNN) image classification models developed using the PyTorch library of Python!

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JayaswalVivek/CNN_For_Time_Series_Analysis

CNN for predicting crop yield

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srushtii-m/Jersey-City-CitiBike-Demand-Prediction

Analyzing and predicting the demand for bikes using a Spatio-Temporal Graph Convolutional Network (STGCN) model.

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Andresmup/pytorch_functions

Funciones utilles para PyTorch.

Language: Python - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

KirthanaShri/Breast-Cancer-Detection-Using-NN

Breast Cancer Detection using Neural Network Architectures

Size: 3.07 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hritikgupta/PlantWatcher-SSD

A pytorch implementation of Single Shot Detector trained on plant images [for DESIGN PRACTICUM]

Language: Python - Size: 492 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

RitkaMargaritka/Park.AI Fork of maxivmn/pklot

How AI enhances parking management. In a team of four, we leveraged deep CNNs to create a system that detects (YOLO) and classifies (ensemble of SqueezeNet and ResNet) parking spots as free or occupied from images obtained by common surveillance cameras. It is able to employ pre-installed cameras, optimizing space utilization and reducing costs.

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pnucse-capstone/capstone-2023-1-11

심장질환 환자 ECG 데이터 분석을 위한 딥러닝 기법 설계 및 경량화 모델 구축

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dylan-at-path/intro_applied_ml

Introduction to applied machine learning

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brlivsky/helmet-detection-yolo

We present the Automatic Helmet Detection System, a CNN model trained on image dataset that can detect motorbikes as well as riders wearing helmets.

Language: Python - Size: 1.13 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

nikhil-1e9/fruits-image-classification

Classifying images of fruits using deep learning with pytorch

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ahmadara/Optimization-of-Convolutional-Neural-by-PSO

In this project, we executed an optimized architecture for image recognition on the CIFAR-10 dataset using the Particle Swarm Optimization (PSO) method.

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amirBgazand/EDI

A Method to Improve Any ECG Denoising Technique In limb leads

Language: Python - Size: 18.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

k2-gc/Simple-CNN-Example

Simple CNN classification example using pytorch. Training, exporting from pytorch to onnx and inference both pytorch and onnxruntime.

Language: Python - Size: 6.84 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SW031/udacity-deep-learning-project-dog-breed-classifier

Build a convolutional neural network with PyTorch to classify any image (even an image of a face) as a specific dog breed using Transfer Learning.

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Deceptrax123/Pattern-Recognition-in-Abstract-art-

To model colour patterns used by various artists in their works in abstract art

Language: Python - Size: 706 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

ANUBHAVNATANI/PyTorch-Notebooks

Pytorch Tutorial Notebooks

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gnldyd/CustomImageClassification

You can use your own images to train the model and classify the remaining images.

Language: Python - Size: 35.7 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

KaziRamisaRifa/Pixels-to-Phrases

Language: Jupyter Notebook - Size: 5.11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

phamdinhkhanh/general_backbone

Language: Python - Size: 21.3 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 4

CorvusBrachyrhynchos/Handwritten-Multiple-Choice-Test-Evaluator

Automate the evaluation of handwritten multiple-choice tests using our implementation, built with OpenCV, for image preprocessing, and PyTorch, for training a custom image classifier on the EMNIST dataset.

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alexander-klokov/gan_mnist_cnn

A study project to practice PyTorch - generating MNIST images (GAN, CNN).

Language: Python - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AnityaGan9urde/ResNet34-on-Fishes

Ipython notebook for my work on creating a pretrained CNN model (ResNet-34) trained on the Fish Dataset from Kaggle

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vatsmanish/Pytorch--Convolution-neural-network

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EagleDangar/Dog-Breed-Classification

the Dog Breed Classifier based on CNN, which can identify the breed of the dog if the dog is detected in the image and also can detect the human face if it is there in the image.

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hernanrazo/human-voice-detection

Binary classification problem that aims to classify human voices from audio recordings. Implemented using PyTorch and Librosa.

Language: Python - Size: 98.6 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 0

ElliotY-ML/Hippocampus_Segmentation_MRI

Udacity AI for Healthcare Nanodegree Project: Measurement of Hippocampus Structure in MRI 3-D Images using Deep Learning Image Segmentation

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AnaghaVinayakKamat/Custom-CNN-Image-Classification

Our novel approach is dedicated to refining image classification using customized CNN Kernel. The primary objective is to enhance algorithmic performance, bolstering adaptability and feature extraction capabilities.

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filippocasari/Project-Robotics-Follow-that-Thymio

Robotics, Copelia, Machine Learning

Language: Python - Size: 696 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

zl3214/resNet-CNN--cifar10-image-classification

This repository contains the code and results for a CIFAR10 image classification project using a custom ResNet34 model.

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lee-shun/forest_fire_detection_system

online early forest fire detection system based on drone platform.

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BehRoooz/CAFA-5-Protein-Function-Prediction

Predict the biological function of a protein

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FaraneJalaliFarahani/TransferLearningCIFAR-100

Transfer Learning to Classify CIFAR-100 images

Language: Python - Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

IIsameerII/Handwritten-Digit-Recognition-from-MNIST-Dataset

This project uses TinyVGG and Streamlit to classify handwritten digits.

Language: Python - Size: 9.79 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

AboNady/FMNIST_CNN

This project is a convolutional neural network (CNN) built using PyTorch that classifies images from the Fashion-MNIST dataset. The network consists of several layers including convolutional layers, pooling layers, and fully connected layers. The model achieved an accuracy of 92.1%

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georgeretsi/defHTR

Deformation-invariant line-level Handwritten Text Recognition (HTR) using a convolutional-only architecture.

Language: Python - Size: 23.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

batuhanayyildiz/style-transferring-with-CNN

Transferring style of image using CNN architectures by using PyTorch

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dw6ja/DogBreed_CNN

A fun deep learning project to classify dog's breeds.

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SamuelLozanoJuarez/CNN_and_Diabetic_Retinopathy

Repository corresponding to the TFG 'Detection of the degree of diabetic retinopathy by means of convolutional networks' of the bachelor's degree in Bioengineering of the University of Burgos.

Language: Python - Size: 8.34 GB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

yousefkotp/Speech-Emotion-Recognition

Exploration of different audio features and CNN-based architectures for building an effective Speech Emotion Recognition (SER) system. The goal is to improve the accuracy of detecting emotions embedded in speech signals. The repository contains code, notebook, and detailed explanations of the experiments conducted.

Language: Jupyter Notebook - Size: 44.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0