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Projects in Awesome Lists tagged with cnn-classification

A curated list of projects in awesome lists tagged with cnn-classification .

https://github.com/zhang17173/Event-Extraction

基于法律裁判文书的事件抽取及其应用,包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

cnn-classification deep-learning event-extraction judgment nlp word2vec

Last synced: 25 Nov 2024

https://github.com/aminehorseman/facial-expression-recognition-using-cnn

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

cnn cnn-classification deep-learning facial-expression-recognition facial-landmarks fer2013 hog-features image-classification images machine-learning opencv python tensorflow tflearn

Last synced: 22 Dec 2024

https://github.com/amineHorseman/facial-expression-recognition-using-cnn

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

cnn cnn-classification deep-learning facial-expression-recognition facial-landmarks fer2013 hog-features image-classification images machine-learning opencv python tensorflow tflearn

Last synced: 25 Oct 2024

https://github.com/fabiocarrara/deep-parking

Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.

caffe cnn-classification image-classification parking pycaffe python2

Last synced: 27 Nov 2024

https://github.com/lucaaslb/cnn-libras

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow

Last synced: 15 Nov 2024

https://github.com/pprp/pytorch-cifar-model-hub

Implementation of Conv-based and Vit-based networks designed for CIFAR.

cifar10 cifar10-classification cnn-classification image-classification pytorch tricks vision-transformer

Last synced: 04 Dec 2024

https://github.com/mingtaoguo/cnn-for-chinese-calligraphy-styles-classification

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

cnn-classification haarwavelet squeeze-and-excitation tensorflow tensorflow-models

Last synced: 10 Oct 2024

https://github.com/alexisakers/mlmoji

Hand-Drawn Emoji Classifier (WWDC18 Scholarship Application)

cnn-classification coreml handwriting-recognition playground swift wwdc-scholarship

Last synced: 28 Nov 2024

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 01 Nov 2024

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 09 Nov 2024

https://github.com/kennethnym/mai

Multilayer Authenticity Identifier (MAI), a CNN model that attempts to identify synthetic AI images.

cnn cnn-classification cnn-model machine-learning pytorch

Last synced: 16 Oct 2024

https://github.com/mainakrepositor/simple-neural-networks

A collection of some easy Neural Network based Python projects

cnn-classification convnets filters neural-networks python rnn tensorflow2

Last synced: 12 Nov 2024

https://github.com/blokbot-io/OpenBlok

Lego identification and sorting system using artificial intelligence.

ai artificial-intelligence automation cnn-classification lego lego-block neural-network tensorflow

Last synced: 13 Nov 2024

https://github.com/kittinan/trex-keras-cnn

Play T-Rex game with Keras using convolutional neural network

cnn-classification keras trex-game

Last synced: 05 Nov 2024

https://github.com/alvinwan/finger-detection-lite

Real-time Index Finger Detection for the ☝️ Gesture Proof-of-Concept

cnn-classification computer-vision finger-detection hand-detection object-detection pytorch

Last synced: 28 Oct 2024

https://github.com/ksdkamesh99/corona-x-ray-prediction

It is a Flask Application to predict a person covid positive/negetive based on chest x ray of a person.This Machine Learning Web Application utilizes a Two-Layered Convolutional Neural Network to process the chest-x-ray Images and predict if they are corona positive/negetive accuracy of nearly 81%.

accuracy beautifulsoup4 chest chest-xray-images classification cnn-classification coronavirus-tracker coronavirus-tracking covid-19 deeplearning flask machine-learning

Last synced: 09 Nov 2024

https://github.com/chgl16/image-classification

:volcano: 基于CNN的海贼王人物图像多分类,包含数据集爬虫,数据集处理,模型保存,图表输出,批量测试等,通用模型模板

cnn-classification image-classification

Last synced: 09 Nov 2024

https://github.com/srohit0/food_mnist

This dataset has 10 food categories, with 5,000 images. For each class, 125 manually reviewed test images are provided as well as 375 training images. All images were rescaled to have a maximum side length of 512 pixels.

cnn cnn-classification computer-vision convolutional-neural-networks dataset mnist mnist-classification mnist-dataset mnist-image-dataset

Last synced: 28 Nov 2024

https://github.com/kareem-emad/dcnn-accelerator

Low level design of a chip built for optimizing/accelerating CNN classifiers over gray scale images.

chip cnn cnn-accelerator cnn-classification compression-algorithm

Last synced: 18 Nov 2024

https://github.com/mohamedsebaie/coursera--deep_learning_specialization--by_anderw_ng

Coursera (Deep_Learning_Specialization) By Andrew Ng and offered by deeplearning.ai.**Each of the below Courses Contains Notes, programming assignments, and quizzes.1- Neural Networks and Deep Learning;2- Improving Deep Neural Networks: Hyperparameter tuning, Regularization, and Optimization; 3- Structuring Machine Learning Projects; 4- Convolutional Neural Networks;5- Sequence Models.

andrew-ng-coursera cnn-classification convolutional-neural-networks coursera coursera-assignment coursera-deep-learning coursera-specialization deep-learning hyperparameter-tuning long-short-term-memory lstm-neural-networks natural-language-processing neural-networks neural-transfer recurrent-neural-networks regularization

Last synced: 20 Nov 2024

https://github.com/rishit-dagli/cv-with-tf-demos

My talk about Computer Vision with TensorFlow

cnn cnn-classification cnn-keras computer-vision deep-learning tensorflow

Last synced: 23 Oct 2024

https://github.com/goutam1511/sign-language-recognition-using-scikit-learn-and-cnn

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

artificial-intelligence artificial-neural-networks cnn cnn-classification cnn-for-visual-recognition image-recognition machine-learning python2 svm-classifier svm-learning svm-model

Last synced: 15 Dec 2024

https://github.com/jaredloomis/neurothink

Muse 2 EEG analysis with PyTorch + CNNs.

cnn-classification cnn-model eeg muse2 pytorch temporal-models

Last synced: 16 Nov 2024

https://github.com/andreped/dmdetect

Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography images

breast-cancer cnn-classification deep-learning digital-mammography explainable-ai keras-tensorflow mammography tensorflow2 tf-data tfrecords

Last synced: 07 Nov 2024

https://github.com/anupam-io/es203-coa-cnn

ES-203 Computer Organization & Architecture CNN on FPGA board

cnn cnn-classification cnn-keras cnn-model fpga fpga-programming machine-learning machinelearning verilog vivado

Last synced: 16 Dec 2024

https://github.com/fitushar/3dcnns_tf2modelhub

Almost all the deeplearning libraries provide ready to use 2D models with/without imagenet weights, But In the case of 3D, CNN models are not as available. This repo will contain commonly used 2D CNNs 3D implementations.

3d-models classification cnn-classification cnn-keras segmentation tf2

Last synced: 08 Nov 2024

https://github.com/meqdaddev/teachable-machine

A Python package designed to simplify the integration of exported models from Google's Teachable Machine platform into various environments.

classification-algorithm cnn-classification deep-learning deep-neural-networks image-classification image-processing keras machine-learning opencv opencv-python python

Last synced: 28 Oct 2024

https://github.com/ilias-ant/fashion-mnist-classification

Using MLPs and CNNs to classify Fashion-MNIST items.

cnn-classification deep-learning fashion-mnist mlp-classification

Last synced: 13 Oct 2024

https://github.com/somdipdey/mat-cnn-sopc

MAT-CNN-SOPC: Motionless Analysis of Traffic Using Convolutional Neural Networks on System-On-a-Programmable-Chip

cnn cnn-classification cnn-keras fpga fpga-soc images matlab motorway python resnet resnet-50 traffic traffic-analysis vgg16

Last synced: 05 Nov 2024

https://github.com/riccorl/cnn-venice-boat

Convolutional Neural Networks trained to classify different types of boats.

cnn cnn-classification cnn-keras cnn-model image-classification

Last synced: 08 Nov 2024

https://github.com/victorowinoke/cnn-image-classification-using-fashion-mnist-dataset

There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average income tech-savvies to achieve their objective. This research paper aims to examine and illustrate how to use deep learning technologies and algorithms to precisely classify a dataset of fashion images into their respective clothing categories. First, the paper shows the general knowledge of convolutional neural networks (CNN) and the techniques of image classification. Later on, it also discusses the methodology of building a neural network and the simulation process. The results of the neural network simulation are compressively evaluated and discussed.

cnn-classification cnn-keras code deep-neural-networks fashion-classifier fashion-mnist-dataset image-classification python3 report tensorflow tensorflow-models

Last synced: 03 Nov 2024

https://github.com/shettysach/kannada-digit-recognizer-v1

Using a Convolutional Neural Network (CNN) to identify the Kannada numerical digits. Tensorflow (Keras) is used to create, train and load the neural network model. CustomTKinter/TKinter are used to provide the GUI and OpenCV is used to read input form the GUI.

cnn cnn-classification cnn-keras cnn-model convolutional-neural-networks customtkinter digit-recognition-mnist digit-recognizer kannada kannada-digit kannada-mnist keras keras-classification-models keras-neural-networks mnist mnist-classification opencv tensorflow tensorflow2 tkinter

Last synced: 04 Dec 2024

https://github.com/faris771/handwritten_charactar_recognition

This project implements a Convolutional Neural Network (CNN) to classify handwritten Arabic characters with high accuracy. The model is trained on various tasks and showcases strong performance across diverse classification challenges.

ai cnn-classification image-processing tensorflow

Last synced: 18 Dec 2024

https://github.com/nishant2018/malaria-detection

This is a web application built with Flask for detecting malaria in microscopic images of blood samples. It uses a deep learning model trained on TensorFlow/Keras to classify images as either infected (parasitized) or uninfected.

cnn cnn-classification cnn-keras deep-learning image-classification image-processing supervised-learning

Last synced: 11 Nov 2024

https://github.com/blurred-machine/computer-vision-problems

In this repository, I have solved two problems with computer vision. The first Implementation is building a CNN in which the input is a noisy number and the output is a denoised number based on AutoEncoders. The second implementations is sequencing the characters read from number plates done using object detection.

cnn-classification cnn-keras computer-vision deeplearning detection image-processing neural-network

Last synced: 11 Nov 2024

https://github.com/shettysach/kannada-handwriting-calculator

A calculator that uses handwritten Kannada digits and operators to calculate the result, using contour detection and CNN model predictions. Made using PyTorch, OpenCV, PIL and CustomTkinter.

basic-arithmetic-operations cnn cnn-classification cnn-keras convo handwriting-calculator handwritten-digit-recognition jupyter-notebook kannada kannada-digit kannada-mnist keras keras-models keras-tensorflow mnis opencv opencv2 pillow tensorflow tensorflow2

Last synced: 04 Dec 2024

https://github.com/nunorc/galaxy-convnet

deep CNN for classification of galaxies

astronomy astrophysics cnn-classification deep-learning

Last synced: 05 Nov 2024

https://github.com/mrityunjay-tripathi/asl-classification

Classification of signs of American Sign Language using Tensorflow

asl cnn cnn-classification python tensorflow

Last synced: 08 Nov 2024

https://github.com/abhash-rai/traffic-image-classifier

A web-based solution utilizing a robust tensorflow model for precise traffic condition classification made in ReactJs and FastAPI for backend.

cnn cnn-classification cnn-keras cnn-model data-analysis data-science data-visualization fastapi keras keras-tensorflow python python-3 python3 react reactjs tensorflow traffic traffic-classification transfer-learning

Last synced: 15 Nov 2024

https://github.com/aman-chauhan/Image-Coloring

Deep Neural Net for coloring grayscale images using local and global image features

cnn-classification cnn-keras image-colorization python

Last synced: 14 Nov 2024

https://github.com/datarohit/walk-or-run-image-classification

This is Deep Learning project made using InveptionV3 model and Images taken from Kaggle to predict if the person in Image is Walking or Running.

cnn-classification inceptionv3 keras keras-tensorflow matplotlib numpy tensorflow

Last synced: 05 Nov 2024

https://github.com/aflucas-uom/classification-of-lung-respiratory-sounds

This project is focused on the automated classification of lung sounds using machine learning techniques, aimed at improving the diagnosis of pulmonary diseases such as asthma, pneumonia, and COPD.

ann classification cnn-classification lung-disease-classifiers ml rf svm-classifier

Last synced: 20 Dec 2024

https://github.com/emirhanzeyrek/classification

A classification application developed with MATLAB.

cnn-classification deep-learning-toolbox matlab

Last synced: 09 Dec 2024

https://github.com/iamklevy/multi-cancer-classification

Classifying breast & brain cancers using deep learning

cnn-classification computer-vision deep-learning

Last synced: 06 Nov 2024

https://github.com/faisalahmedbijoy/a-study-on-building-infrastructure-recognition-using-deep-learning-methods

An Study of Building Infrastructure Recognition Using Deep Learning Methods. Link: https://ieeexplore.ieee.org/document/9733635

building cnn-classification cse cse-kuet deep-learning infrastructure-classification keras-tensorflow kuet kuet-cse object-detection thesis

Last synced: 18 Nov 2024

https://github.com/jeonghunyoon/text-classification-keras

Kears implementation of "Convolutional Neural Networks for Sentence Classification"

cnn cnn-classification cnn-keras cnn-text-classification deep-learning text-classification

Last synced: 24 Nov 2024

https://github.com/emanuele-progr/Data-Incremental-Learning

A python framework for dealing and experimenting with image classification in a data-incremental scenario.

cifar100 cnn-classification continual-learning dcnn-architectures incremental-learning machine-learning mnist pytorch tinyimagenet torchvision

Last synced: 15 Nov 2024

https://github.com/swarajkumarsingh/cnn-cifar-classification-model

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

cifar10-classification cnn-classification cnn-model cnn-pytorch deep-learning python pytorch supervised-learning traing

Last synced: 07 Nov 2024

https://github.com/datarohit/mnist-digit-recognizer--cnn-classification

This is a very famous dataset containing data of hand drawn images of digits. This Classification uses CNN for classification.

cnn-classification cnn-keras mnist-classification mnist-handwriting-recognition

Last synced: 05 Nov 2024

https://github.com/itsjavi/mediatidy-python

Image Classifier and Photo Library Organizer using Python and Tensorflow

cnn-classification convolutional-neural-networks deep-learning image-classification tensorflow2

Last synced: 08 Nov 2024

https://github.com/frost-lord/jobvector

JobVector is a cutting-edge AI model that maps your interests to potential career paths. Have you ever wondered what profession resonates with your hobbies and inclinations? JobVector is here to guide you!

cnn-classification jobs neural-network tensorflow

Last synced: 14 Nov 2024

https://github.com/subhangisati/classification-of-venomous-and-non-venomous-snakes

This repository consists of classification of snakes species. It shows the whole progress and model used to achieve final accuracy. The model used are CNN(Convolutional Neural Network), MobileNetV2 and VGGNet. The final accuracy was achieved using transfer learning with model MobileNetV2

binary-image-classification classification cnn-classification cnn-keras computer-vision convolutional-neural-network cv2 data-science deep-neural-networks keras-tensorflow matplotlib mobilenetv2 neural-network numpy-library pandas-dataframe tensorflow transfer-learning

Last synced: 08 Nov 2024

https://github.com/kalthommusa/stop-signs-application

Develop a custom classifier with PyTorch and transfer learning techniques to recognize stop signs, and then deploy it as a web application using Code Engine on IBM cloud.

cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks image-classification image-recognition python pytorch resnet-18 stop-sign-detection transfer-learning

Last synced: 16 Nov 2024

https://github.com/kalthommusa/face-mask-application

Develop a custom classifier with PyTorch and transfer learning techniques to recognize face masks, and then deploy it as a web application using Code Engine on IBM cloud.

cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-mask-classification image-classification image-recognition python pytorch resnet-18 transfer-learning

Last synced: 16 Nov 2024