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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/nihadguluzade/convolutional-neural-networks

Implemented CNN for image classification.

cnn-classification cnn-keras resnet-50 vgg16

Last synced: 09 Nov 2024

https://github.com/onapte/kidney-disease-classification

CT Image-Based Kidney Disease Classification using CNN and Transfer Learning

cnn-classification deep-learning image-processing medical-imaging transfer-learning

Last synced: 16 Nov 2024

https://github.com/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.

cnn cnn-classification cnn-model cnn-pytorch deep-learning neural-network pytorch torch

Last synced: 19 Nov 2024

https://github.com/maklonfr/animalsclassificationwebapp

Testing Model Image Classification (Animals 5 Clasess) using Convolutional Neural Network (CNN) Deep Learning. Frond End using HTML CSS & Javascript.

cnn-classification css deep-learning frontend html image-classification javascript keras-tensorflow

Last synced: 16 Nov 2024

https://github.com/yukta026/eye_disease_prediction

Detection and Classification of Eye Diseases: Diabetic Retinopathy, Cataract, and Glaucoma Using CNN

classification-model cnn-classification cnn-keras cnn-tensorflow data-augmentation machine-learning prediction-model python3

Last synced: 10 Nov 2024

https://github.com/kr1shnasomani/speech-emotion-recognition

Speech emotion recognition from audio clips using CNN

cnn-classification computer-vision keras lstm tensorflow

Last synced: 16 Dec 2024

https://github.com/kr1shnasomani/facial-emotion-recognition

Facial emotion recognition and detection using CNN

cnn-classification computer-vision keras tensorflow

Last synced: 16 Dec 2024

https://github.com/m0saan/guitardetect

Deep Learning for Guitars 🎸: Guitar Classifier using CNN

cnn cnn-classification deep-neural-networks guitar-classifier

Last synced: 16 Nov 2024

https://github.com/bektesfish/cnn-image-classification-web-application

This web application classifies potato leaf health by detecting Potato Early Blight, Potato Late Blight, and healthy leaves based on uploaded images. It uses React for the frontend, FastAPI for the backend, and TensorFlow Serving for real-time predictions.

cnn-classification fastapi react tensorflowserving

Last synced: 11 Nov 2024

https://github.com/iomerkoyuncu/weather-classification

Image Classification with Keras

cnn-classification cnn-keras

Last synced: 11 Nov 2024

https://github.com/knaveen1705/potato-leaf-disease-detection

A Potato Leaf Disease Classification system that uses deep learning to detect diseases in potato leaves. This repository contains Deep learning model and backend API to process and serve predictions.

cnn-classification deep-learning flaskapi tensorflow tensorflow2

Last synced: 30 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/danielosendi/cameratrap-animal-classification

This repository contains the code and resources, which utilizes deep learning techniques to classify animal species in camera trap images. The project aims to support wildlife conservation efforts by automating the identification of species captured in images, reducing the time and effort required for manual analysis.

cameratrap cnn-classification drivendata ipynb-jupyter-notebook keras python3 tensorflow visualstudiocode

Last synced: 30 Dec 2024

https://github.com/sanggs/co410_ai_assignment2_14co141

Assignment 2: CNN for segmenting and classifying melanoma images using Tensorflow and Keras.

cnn-classification cnn-segmentation keras-neural-networks melanoma-recognition python-2

Last synced: 22 Dec 2024

https://github.com/hit07/transfer_learning-cnn

Image classification system using transfer learning techniques to distinguish between six different scene categories

cnn-classification colab-notebook dataaugmentation deep-learning fine-tuning machienlearning tensorflow2 transfer-learning

Last synced: 29 Dec 2024

https://github.com/edujbarrios/grok-ai-generated-image-detector

A detector of wether an image is generated by Elon Musk's AI Grok, to avoid any kind of fraud, using CNNs

ai cnn cnn-classification cnn-model elonmusk gork

Last synced: 15 Dec 2024

https://github.com/xprithvi/lenet-5

LeNet-5, a convolution neural network (CNN), for digit recognition was replicated in PyTorch and trained on the MNIST dataset with feature visualisation via a gradient-based method.

artifical-intelligense cnn-classification convolutional-neural-networks jupyter-notebook machine-learning mnist neural-network pytorch

Last synced: 19 Nov 2024

https://github.com/mohssineserraji/cnn_clasification_bark101

An implementation of Classification approaches using CNN models with Tensorflow on Bark-101 Dataset.

cnn cnn-classification cnn-keras cnn-model cnns tensorflow

Last synced: 14 Nov 2024

https://github.com/ranfysvalle02/cnn-transfer-learning

The provided code demonstrates transfer learning by adapting a model trained using synthetic data to classify circles, squares, and triangles to classify new shapes like stars and pentagons. By fine-tuning a pre-trained model originally designed for a different task, the repository showcases how to efficiently adapt a model to a new domain.

cnn-classification convolutional-neural-network fine-tuning fine-tuning-cnns neural-network transfer-learning transfer-learning-with-cnn

Last synced: 24 Dec 2024