https://github.com/vijayg15/keras-multiclass-image-classification

Multiclass image classification using Convolutional Neural Network

computer-vision convolutional-neural-network data-augmentation deep-learning keras multiclass-classification multiclass-image-classification neural-networks resnet resnet101 resnet152 resnet50 tensorflow transfer-learning vgg16-model vgg19 vggnet weather weather-classification

Last synced: 08 May 2025

https://github.com/muhammedbuyukkinaci/tensorflow-multiclass-image-classification-using-cnn-s

Balanced Multiclass Image Classification with TensorFlow on Python.

gpu gpu-options image-classification image-processing image-recognition low-level low-level-programming multiclass-classification multiclass-image-classification python tensorflow tensorflow-api tensorflow-experiments tensorflow-gpu tensorflow-models tensorflow-tutorials

Last synced: 02 May 2025

https://github.com/muhammedbuyukkinaci/my-jupyter-files

This repository is containing my Jupyter files.

binary-classification binary-image-classification dcgan dcgan-tensorflow deep-learning ipython-notebook jupyter-notebook multiclass-classification multiclass-image-classification neural-style-transfer neural-style-transfer-tensorflow tensorflow tensorflow-text-generator text-generation

Last synced: 26 Mar 2025

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

Building a CNN to identify hand written digits

cnn machine-learning multiclass-image-classification tinyvgg

Last synced: 16 Jun 2025

https://github.com/subhangisati/identification-of-gemstone-using-mobilenetv2-and-transfer-learning

The project focuses on Identification of various Gemstone. The dataset consists of 87 classes.It shows the whole progress and model used to achieve final accuracy. You will gain knowledge of Computer Vision, The model used are CNN(Convolutional Neural Network), MobileNetV2 and VGGNet,The final model used was transfer learning with model MobileNetV2

artificial-intelligence classification computer-vision convolutional-neural-networks cv2-library data-science deep-learning deep-neural-networks keras-neural-networks keras-tensorflow machine-learning multiclass-image-classification numpy-library pandas-dataframe python scikit-learn seaborn-python tensorflow

Last synced: 05 Mar 2025

https://github.com/sayamalt/flowers-recognition

Successfully trained a deep learning model which can precisely predict the species of flowers based on their images.

computer-vision convolutional-neural-networks deep-learning image-classification image-preprocessing multiclass-image-classification opencv

Last synced: 19 Feb 2025

https://github.com/emcl-research-itseclab/ssci23-xai-network-traffic

SSCI23 Explainable AI in Network Traffic Classification

classification explainable-ai explainable-artificial-intelligence multiclass-classification multiclass-image-classification network ssci xai

Last synced: 29 Oct 2025

https://github.com/subhangisati/multi-class-classification-of-bird-species

The Bird Species Classifier is an application built using a Convolutional Neural Network (CNN) to classify images of birds into one of 525 different species. It allows users to upload an image of a bird and receive a prediction of the bird species. Along with analysing the performance of various optimising algorithms.

cnn-classification cnn-keras computer-vision multiclass-image-classification optimizer-algorithms

Last synced: 21 Feb 2025

https://github.com/myriamba/face-mask-detection-computer-vision

A Multiclass Object Detection project for face mask detection.

data-augmentation image-generation multiclass-image-classification object-detection yolov5

Last synced: 24 Oct 2025

https://github.com/jyotsnayall/sign-language-detection

Convolutional Neural Network(CNN) using Python and Keras to classify American Sign Language (ASL) alphabet hand signs.

deep-learning image-classification multiclass-classification multiclass-image-classification neural-networks

Last synced: 12 Mar 2025

https://github.com/nikolaos-mavromatis/cifar-10-image-classification

artificial-intelligence computer-vision convolutional-neural-networks image-classification keras machine-learning multiclass-image-classification neural-networks supervised-learning tensorflow

Last synced: 03 Jul 2025

https://github.com/shihjen/cnn_ocular_disorders

A deep learning-based classification system achieving 94% accuracy in distinguishing between diabetic retinopathy, glaucoma, and cataracts from normal eye images using fundus photography.

cnn multiclass-image-classification tensorflow-keras transfer-learning

Last synced: 05 Apr 2025

https://github.com/shihjen/cnn_ocular_disorders_oct

A deep learning project focuses on classifying ocular disorders using Optical Coherence Tomography (OCT) images. By leveraging the EfficientNetV2 architecture, the project develops models that effectively identify various ocular conditions, achieving accuracies exceeding 90%.

cnn efficientnetv2 multiclass-image-classification tensorflow-keras transfer-learning

Last synced: 11 Jun 2025

https://github.com/jotstolu/multiclass-image-classification-rice-leaf-disease-dataset

The focus of this project is to develop and evaluate six distinct machine learning models for multi-class classification of Rice Leaf Diseases images. This multi-class classification task involves 1)Image Preparation and Pre-processing 2)Feature Extraction 3)Model Training and hyperparameter tuning 4)Model Evaluation and Analysis

deep-learning hyperparameter-tuning image-classification machine-learning multiclass-image-classification

Last synced: 21 Mar 2025

https://github.com/wittyicon29/appleai--apple-disease-detection-using-cnn

Apple disease detection using CNN is a GitHub repository that contains code for detecting diseases in apples using convolutional neural networks (CNNs). The repository uses a dataset of images of healthy and diseased apples to train the CNN model. The model is then used to classify new images of apples as healthy or diseased

cnn-classification deep-learning image-augmentation keras multiclass-image-classification tensorflow

Last synced: 15 Mar 2025

https://github.com/sayamalt/fruits-and-vegetables-image-recognition

Successfully established a deep learning model which can accurately detect and recognize the images of a wide variety of fruits and vegetables.

computer-vision convolutional-neural-networks image-processing multiclass-image-classification opencv

Last synced: 04 Jul 2025