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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/mohtashammurshid/catsordogs

This project classifies images of cats and dogs using three machine learning models to distinguish between the two species, enhancing accuracy and performance in image recognition tasks.

cnn-classification python

Last synced: 10 Nov 2024

https://github.com/amajji/cnn-from-scratch

Implementation of CNN (Convolutional neural network) from scratch

cnn cnn-architecture cnn-classification cnn-for-visual-recognition cnn-keras cnns

Last synced: 15 Nov 2024

https://github.com/sahal-mulki/spottingdiffusion

Official implementation of SpottingDiffusion : A CNN-based method of detecting AI generated images.

ai ai-generated-images cnn cnn-classification code laion midjourney pretrained-model research-paper stable-diffusion tensorflow

Last synced: 02 Dec 2024

https://github.com/weihan07/ripeness-classification-of-oil-palm-fruits-bunch

This project aimed to classify the ripeness stages of oil palm fruit bunch. It trains the model using the Google Teachable Machine (GTM) platform.

cnn-classification deep-learning imageclassification oilpalmfruit

Last synced: 14 Dec 2024

https://github.com/vishal-v/tiny-imagenet-challenge

Code and final submission for the Tiny ImageNet Challenge. Trained on Google colab and finished top 5 among 1072 participants

cnn-classification deep-learning imaug keras tensorflow tiny-imagenet tiny-imagenet-challenge

Last synced: 15 Dec 2024

https://github.com/syedissambukhari/skin-cancer-detection-using-ddi-dataset

A Convolutional neural network (CNN)model to train and detect skin cancer (benign and malignant) disease using DDI(Diverse Dermatology Images)Dataset.

cnn-classification ddi ddi-dataset skin-cancer-classification skin-cancer-detection

Last synced: 14 Nov 2024

https://github.com/sarthak-1408/tensorflow-basic-to-advanced

"Tensorflow zero to advanced" cover all the topics related to deep learning and explains each section in an easy and efficient way.

cnn-classification cnn-keras computer-vision keras-neural-networks keras-tensorflow neural-network tensorflow tensorflow-tutorials tensorflow2

Last synced: 21 Dec 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

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/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/datarohit/garbage-image-classification

This is Garbage Image Classification End-To-End Project built using Python and Streamlit.

cnn-classification cnn-keras inceptionv3 keras-tensorflow matplotlib numpy

Last synced: 05 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/george-nyamao/cifar-10-classification

An image classification app using the CIFAR10 dataset and CNNs. Containerised in Docker.

cnn-classification docker python3 sgd-optimizer

Last synced: 06 Dec 2024

https://github.com/wilfredpine/machine-learning-dev2dep

Machine Learning from Development to Deployment using CNN and Django. Includes dataset preparation, preprocessing, model training, evaluations, testing, and implementation of the model in a web application using django framework.

cnn-classification computer-vision django machine-learning web-development

Last synced: 06 Dec 2024

https://github.com/furk4neg3/environment-image-classification

Image classification model using intel image classification dataset. Created 6 models using various techniques, which involves CNN and fine-tuning. Model works with 87% accuracy.

artificial-intelligence cnn-classification deep-learning fine-tuning machine-learning tensorflow tensorflow2

Last synced: 13 Nov 2024

https://github.com/musfiquejim/enacp-a-hybrid-machine-learning-framework-for-detecting-anticancer-peptides

EnACP: একটি Ensemble Learning মডেল যা অ্যান্টিক্যান্সার পেপটাইড সনাক্তকরণের জন্য ব্যবহৃত হয়।

adamoptimizer ai cnn-classification data-visualization deep-learning densenet inceptionv3 machine-learning matplotlib-pyplot numpy pandas randomforestclassifier randomforestregressor restnet sklearn u-net-pytorch vgg16 vgg19

Last synced: 19 Dec 2024

https://github.com/iamgmujtaba/gif-celeba

A complete guide on how to generate animated images by detecting character face and gender using the CNN model.

celeba cnn-classification cnn-keras deep-neural-networks keras keras-tensorflow

Last synced: 16 Dec 2024

https://github.com/jabhij/musictherapytreatment_emotiondetection

Develop an ML model to help people overcome mental stress & anxiety, including various mood fluxes via music recommendation.

cnn cnn-classification computer-vision convolutional-neural-networks emotion-detection machine-learning music music-therapy python3

Last synced: 16 Nov 2024

https://github.com/easonlai/correctly_face_masked_recognition

This is a code sample repository for using Convolutional Neural Network (CNN) to build an image classification model to recognition people are correctly wearing the face mask or not.

cnn cnn-classification cnn-keras face-mask face-mask-classification face-mask-detection face-masks keras keras-tensorflow python python3 tensorflow tensorflow2

Last synced: 10 Nov 2024

https://github.com/kr1shnasomani/plant-disease-detection

Detection of plant diseases using CNN (ResNet50 architecture)

cnn-classification keras resnet50-model tensorflow

Last synced: 16 Dec 2024

https://github.com/k2-gc/onnxruntime-cpp-example

Simple onnxruntime example using C++ API. Inferring MNIST dataset samples and show results.

c classification cnn cnn-classification cpp onnx onnxruntime

Last synced: 12 Nov 2024

https://github.com/manohara-ai/tinyvgg_inspired_binary_classifier

This project implements a Convolutional Neural Network (CNN) binary classifier inspired by the TinyVGG architecture.

binary-classifier cnn-classification machine-learning tinyvgg

Last synced: 07 Nov 2024

https://github.com/rlch/ch0ss

A sad excuse for a Chess AI using a CNN value function and Minimax alpha-beta pruning

chess chess-ai chess-engine cnn-classification machine-learning minimax-alpha-beta-pruning python3

Last synced: 16 Nov 2024

https://github.com/xuehaouwa/fashion-mnist

Simple CNN for Fashion-MNIST

cnn-classification fashion-mnist

Last synced: 25 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/pabannier/fast-melanoma-detection

A malignant melanoma classifier with deep learning deployed in a Streamlit web app

cnn-classification deep-learning streamlit

Last synced: 14 Nov 2024

https://github.com/khaledashrafh/chatgpt-sentiment-analysis

This project aims to perform sentiment analysis on tweets related to ChatGPT, a popular language model developed by OpenAI. The dataset used for training and testing consists of 219,293 tweets collected over a month. Each tweet is classified as positive ("good"), negative ("bad"), or ("neutral").

bidirectional-lstm chat-gpt chat-gpt-3 chatgpt cnn cnn-classification cnn-model data-preprocessing glove glove-embeddings lstm lstm-model lstm-neural-networks natural-language-processing nlp openai sentiment-analysis sentiment-classification trials word-embading

Last synced: 07 Dec 2024

https://github.com/mysftz/brain-computer-interface-classification-matlab

MatLab CNN classification model for P300 event detection in Autism for VR/ AR headsets.

bci cnn cnn-classification cnn-model data-science matlab p300-classification

Last synced: 06 Nov 2024

https://github.com/kinginthenorth001/rice_leaf_disase_detection

A CNN Model that can predict these 4 (['Bacterialblight', 'Blast', 'Brownspot', 'Tungro']) Rice leaf diseases.

cnn-classification deep-learning deep-neural-networks image-processing keras-neural-networks tensorflow

Last synced: 21 Nov 2024

https://github.com/gab706/kipling

A CNN based dynamic model for classifying different items or types of images.

ai cnn cnn-classification cnn-keras data-science image-classification machine-learning machine-learning-algorithms neural-network python

Last synced: 08 Nov 2024

https://github.com/kimaruthagna/datascience-dashboard

Learning streamlit as a dashboard and viz tool for data science projects

cnn-classification python3 streamlit tweepy twitter-api vader-sentiment-analysis vadersentiment

Last synced: 24 Nov 2024

https://github.com/02loveslollipop/genshinimageclassifier

A convnet trained with Genshin Impact images for character recognition

cnn-classification convnet genshin-impact python pytorch-cnn

Last synced: 22 Nov 2024

https://github.com/alrescha79-cmd/maizefriend-reactnative

Smart Disease Detection for Maize (Corn) Plants

cnn-classification mobile-app react-native

Last synced: 24 Nov 2024

https://github.com/eljandoubi/landmark-classification-tagging-for-social-media

a CNN-powered app to automatically predict the location of the image based on any landmarks depicted in the image.

cnn-classification numpy pytest pytorch transfer-learning

Last synced: 25 Nov 2024

https://github.com/pawpaw2022/cnn-for-covid19-detection

A Flask based Web Application that helps a patient to detect whether he/she has got a COVID-19 or not by asking him/her to upload a lung's CT scan.

chatbot cnn-classification flask python

Last synced: 24 Nov 2024

https://github.com/ushariranasinghe/fire-detection

CNN for fire detection using OpenCV techniques to enhance image features, achieving robust performance with TensorFlow and Keras.

cnn-classification keras opencv pandas tensorflow2

Last synced: 21 Nov 2024

https://github.com/shanmukhsrisaivedullapalli/cifar10

This project uses TensorFlow to classify images from the CIFAR-10 dataset. It compares the performance of an Artificial Neural Network (ANN) and a Convolutional Neural Network (CNN), covering data preprocessing, model training, evaluation, and prediction on new images.

cifar10-classification cnn-classification matplotlib neural-networks numpy pickle pillow python3 tensorflow

Last synced: 09 Nov 2024

https://github.com/letsdoitbycode/facevibe

This project is a real-time emotion detection application that uses a pre-trained deep learning model to recognize emotions through facial expressions captured on live video.

cnn-classification deep-learning emotion-detection flask-application haarcascade-classifier machine-learning-algorithms

Last synced: 15 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/kajendra10/woa7015chestx-ray-cnn

Early detection of lung-related chronic diseases using Chest X-RAY data with Convolutional Neural Network (CNN).

cnn-classification python resnet-50 xray-images

Last synced: 18 Dec 2024

https://github.com/maklonfr/animalsclassificationdeeplearning

Submission Dicoding Indonesia - Middle Class Machine Learning Engineering (Animals Classification Project). Testing Model using AndroidApp (Kotlin Programming) & WebApp (HTML CSS & Javascript Programming)

android-application animals cnn-classification deep-learning dicoding-submission kotlin-android machine-learning savemodel tensorflowjs tflite-models

Last synced: 18 Dec 2024

https://github.com/luisfelipepoma/heart_risk_detector

An application to detect the risk of suffering a heart attack.

cnn-classification keras-tensorflow naive-bayes-classifier perceptron vite

Last synced: 19 Dec 2024

https://github.com/mohammadreza-mohammadi94/image-classification-convolutional-neural-network

Cat or Dog ? Image classification by using Convolutional Neural Network to classify cats & dogs images

artificial-neural-networks cnn cnn-classification cnn-model neural-network python

Last synced: 07 Nov 2024

https://github.com/arzan101/smartvotingsystem-main

Revolutionize democracy with a secure authentication system, verifiable ballots, and real-time result tracking using the MERN stack. Features include OTP verification based on Aadhaar card number and face recognition using CNN.

aritificial-intelligence cnn-classification deep-learning firebase machine-learning-algorithms mongodb pycharm python reactjs tailwindcss

Last synced: 19 Dec 2024

https://github.com/nagpritam/automatic-fruit-detection-seperation-technology

The main objective is to detect fruit's quality and grade them depending on the size & its quality. We have used Neural Networks Algos with K-Clustering technique to generate different cluster images.

ann clustering cnn-classification k-means-clustering labelling matlab

Last synced: 05 Nov 2024

https://github.com/aaleksandraristic/innovative-skin-cancer-screening-iscs-utilizing-cnn-models

The goal of this project is to employ deep learning models and advanced techniques to identify abnormalities by analyzing images of the skin tissues.

cnn-classification cnn-keras cnn-model convolutional-neural-networks deep-neural-networks densenet googlenet-inception-network image-classification image-processing python resnet

Last synced: 15 Nov 2024

https://github.com/chaitanyak77/optimal-detection-of-diabetic-retinopathy-severity-using-attention-based-cnn-and-vision-transformers

This repository contains the implementation of a hybrid model combining Attention-Based Convolutional Neural Networks (CNNs) and Vision Transformers (ViT) to classify the severity levels of diabetic retinopathy.

cnn-classification deep-neural-networks diabetic-retinopathy-detection image-processing transformers vision-transformer

Last synced: 15 Nov 2024

https://github.com/grascya/brain-tumours-classification-cnn

Predict Brain tumors (glioma, meningioma & pituitary) Using a Convolutional Neural Network

brain-tumor-classification cnn-classification deep-learning keras neural-networks tensorflow

Last synced: 12 Oct 2024

https://github.com/busraoguzoglu/cifar10-object-classification

Simple 3 layer CNN for object classification task on CIFAR10 dataset. 87% on test.

cifar-10 cifar10 cnn-classification image-classification

Last synced: 09 Nov 2024

https://github.com/daniel-lima-lopez/bw-cnn

Repository of the article titled "Butterworth CNN: an improvement on memory use for Fourier Convolutional Neural Networks"

bw-cnn cnn cnn-classification image-classification keras tensorflow

Last synced: 13 Dec 2024

https://github.com/betich/chess-detection

Chessboard detection project for Digital Image Processing and Vision Systems course

chula chulalongkorn cnn-classification image-processing roboflow roboflow-dataset

Last synced: 20 Dec 2024

https://github.com/ayushverma135/smartchessai

Smart AI solutions for chess piece recognition. uses powerful deep learning analysis to effectively detect and classify chess pieces under varied scenarios.

artificial-intelligence chess cnn-classification cnn-model deep-learning predictive-analytics

Last synced: 08 Nov 2024

https://github.com/amdjadouxx/chifoumiai

A model which take an image of a hand making a sign (paper, scissor, rock) and detect which sign it is, improvement to come

artificial-neural-networks cnn-classification deep-neural-networks ia python3 tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 07 Nov 2024

https://github.com/harikishan-ai/pcos-detection-using-ultrasound-image

This project leverages convolutional neural networks (CNNs) to detect Polycystic Ovary Syndrome (PCOS) in ultrasound images by accurately identifying characteristic ovarian features. The goal is to provide a non-invasive, AI-powered tool for early and precise PCOS diagnosis.

cnn-classification image-processing python3 tensorflow yolov8

Last synced: 09 Nov 2024

https://github.com/mituskillologies/deep-learning-imscdr

This repository contains the programs conducted by Tushar B. Kute at IMSCDR, Ahmednagar for Subject KRAI especially for Deep Learning topic. The study material can be downloaded from: https://mitu.co.in/krai-mca-sppu

ann cnn-classification deep-learning gans neural-network rnn rnn-lstm

Last synced: 13 Nov 2024

https://github.com/anas436/lemon-quality-detection-deep-learning

A Django Web App to Detect Lemon Quality Using Tensorflow

cnn-classification css deep-learning django html javascript tensorflow

Last synced: 06 Dec 2024

https://github.com/sisolieri/cnn-cifar10-classification

Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.

cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning

Last synced: 12 Dec 2024

https://github.com/somjit101/mnist-classification-cnn

A simple study on the use of CNNs for a simple handwritten number image classification task using the Keras framework (with Tensorflow background).

cnn cnn-classification cnn-keras convolutional-neural-networks keras maxpool2d mnist-classification mnist-dataset neural-network neural-networks

Last synced: 16 Nov 2024

https://github.com/dmytrori/music-genre-classification

Three ML-Models to classify a music genre

classification cnn-classification ml music

Last synced: 20 Dec 2024

https://github.com/shakil1819/pytorch-cnn-mnist-dataset-digit-classifer

Developing a Handwritten Digits Classifier using PyTorch on the MNIST dataset .Implemented pytorch, CNN, image segmentation and classification

cnn cnn-classification image mnist-handwriting-recognition pytorch segmentation

Last synced: 29 Nov 2024

https://github.com/elhaban3ro/gtoola

AI job designed to automate jobs within SAMP, using a CNN and proprietary data. 🖥️

automatization cnn-classification ia samp

Last synced: 03 Dec 2024

https://github.com/mfts/mlnd-dog-breed-classification-p3

Project 3: Dog Breed Classification – for Udacity Machine Learning Nanodegree

cnn cnn-classification pytorch resnet50

Last synced: 08 Nov 2024

https://github.com/mariamagro/cnn_bird_cat_classification

This project explores the calibration of convolutional neural networks (CNNs) for classifying birds versus cats using the CIFAR-10 dataset. It includes training a LeNet-5 model, evaluating its calibration with reliability diagrams and Expected Calibration Error (ECE), and applying temperature scaling to improve probability predictions.

cnn-classification neural-network pytorch

Last synced: 21 Dec 2024

https://github.com/msikorski93/semantic-segmentation-of-satellite-images-with-u-net

A semantic segmentation problem completed with U-Net convolutional neural network of urban aerial images taken in Dubai.

cnn-classification dubai gis keras remote-sensing satellite-imagery tensorflow unet-image-segmentation

Last synced: 21 Dec 2024

https://github.com/adityapathakk/cats-vs-dogs

Couldn't decide if I saw a cat or a dog, so I made a guide on CNNs & Transfer Learning with the Dogs Vs Cats dataset on Kaggle (check README.md).

cats-vs-dogs cnn-classification deep-learning kaggle keras python tensorflow transfer-learning

Last synced: 21 Dec 2024

https://github.com/minhosong88/cnns_food_classification

This project focuses on using Convolutional Neural Networks (CNNs) to classify food images from the Food-11 dataset.

adam-optimizer cnn-classification keras neural-network optimization python relu selu tensorflow

Last synced: 21 Dec 2024

https://github.com/samuelsoaress/challenge-neural-networks-capgemini

this repository contains the code used to develop the whale breed recognition challenge

cnn-classification data-augmentation data-preparation tensorflow-models

Last synced: 21 Dec 2024