Projects in Awesome Lists tagged with cnn-classification
A curated list of projects in awesome lists tagged with cnn-classification .
https://github.com/freedomintelligence/textclassificationbenchmark
A Benchmark of Text Classification in PyTorch
attention-is-all-you-need benchmark capusle cnn cnn-classification crnn lstm lstm-sentiment-analysis pytorch quantum rcnn text-classification
Last synced: 13 Apr 2025
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: 17 Jul 2025
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: 05 Apr 2025
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: 14 Mar 2025
https://github.com/cgnorthcutt/benchmarking-keras-pytorch
🔥 Reproducibly benchmarking Keras and PyTorch models
benchmarking cnn cnn-classification cnn-keras deep-learning imagenet keras keras-tutorials pytorch pytorch-tutorial
Last synced: 07 Apr 2025
https://github.com/codebasics/potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow tensorflow-serving tensorflow2
Last synced: 05 Apr 2025
https://github.com/ashutosh1919/explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
cnn cnn-classification cnn-pytorch cnn-visualization cnn-visualization-technique explainable-ai explainable-ml grad-cam grad-cam-visualization guided-backpropagation guided-grad-cam pytorch pytorch-implementation saliency-detection saliency-map visualization
Last synced: 05 Apr 2025
https://github.com/MarkoArsenovic/DeepLearning_PlantDiseases
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
cnn-classification deep-learning deep-learning-cnn deep-learning-visualization occlusion pytorch pytorch-classification pytorch-cnn pytorch-cnn-classification pytorch-models pytorch-transfer-learning pytorch-visualization
Last synced: 05 Apr 2025
https://github.com/gsurma/image_classifier
CNN image classifier implemented in Keras Notebook 🖼️.
ai artificial-intelligence cnn cnn-classification cnn-keras colaboratory convolutional-neural-networks efficientnet efficientnet-keras google-colab image-classification image-recognition keras machine-learning ml notebook python transfer-learning
Last synced: 08 May 2025
https://github.com/milaan9/deep_learning_algorithms_from_scratch
This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON
adversarial-machine-learning autoencoders cnn-classification data-science deep-learning deep-learning-matlab deep-learning-python deep-learning-pytorch image-captioning image-processing linear-regression logistic-regression neural-networks object-detection rnn-pytorch tutor-milaan9
Last synced: 25 Sep 2025
https://github.com/fotisk07/Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
ai backpropagation backpropagation-learning-algorithm cnn-classification cnn-for-visual-recognition deep-learning deep-neural-networks deeplearning-ai gradient-descent jupyter-notebook keras keras-neural-networks lstm-neural-networks matplotlib music-generation neural-network numpy-tutorial poetry-generator rnn tensorflow
Last synced: 19 Jul 2025
https://github.com/aashishrai3799/automated-attendance-system-using-cnn
An End to End Real Time Face Identification and attendance system using CNN
attendance-system automated-attendance cnn-classification deep-learning face-identification real-time tensorflow-examples
Last synced: 07 Sep 2025
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: 19 Jul 2025
https://github.com/linsamtw/taiwantrainverificationcode2text
台鐵驗證碼辨識/轉文字
api cnn cnn-classification cnn-keras verification-code
Last synced: 26 Oct 2025
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: 08 May 2025
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: 30 Jul 2025
https://github.com/guanhuawang/sensai
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
cifar-10 cifar-100 cifar10 cifar100 cnn-classification deep-learning deep-neural-networks distributed-deep-learning distributed-machine-learning distributed-systems imagenet imagenet1k machine-learning mlsys mobilenet-v2 resnet shufflenet-v2 sysml vgg
Last synced: 15 Apr 2025
https://github.com/albertnadal/tensar
A C++ implementation to create, visualize and train Convolutional Neural Networks
c-plus-plus cnn cnn-classification convolutional-neural-networks machine-learning machine-learning-algorithms mnist mnist-classification neural-network
Last synced: 12 Apr 2025
https://github.com/aakashjhawar/solvesudoku
Extract and solve sudoku from an image using Computer Vision and Deep Learning
cnn cnn-classification cnn-tensorflow convolutional-neural-networks cv2 deep-learning digital-image-processing handwritten-digit-recognition image-processing image-segmentation machine-learning neural-network opencv opencv-python python sudoku sudoku-grabber sudoku-scanner sudoku-solution-finder sudoku-solver
Last synced: 29 Aug 2025
https://github.com/benckx/dnn-movie-posters
Classify movie posters by genre
ai cnn cnn-classification keras keras-classification-models keras-tutorials machine-learning machine-learning-tutorial movies tensorflow tensorflow-examples tutorial
Last synced: 28 Oct 2025
https://github.com/firojalam/multimodal_social_media
multimodal social media content (text, image) classification
cnn-classification crisis-computing crisis-informatics disaster-response image-classification image-processing keras-tensorflow multimodal-deep-learning multimodality social-media text-classification tweet-classification
Last synced: 31 Aug 2025
https://github.com/animikhaich/ecg-atrial-fibrillation-classification-using-cnn
This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.
1d-cnn 1d-convolution atrial-fibrillation classification cnn-classification cnn-keras deep-learning ecg ecg-signal ecg-signals patient tensorflow
Last synced: 10 Apr 2025
https://github.com/hyunjoonbok/Python-Projects
Portfolio in Python
augmentation cnn-classification data data-visualization dataanalytics datascience deep-learning forecasting gan lightgbm machine-learning nlp rnn rnn-pytorch textclassification timeseries xgboost
Last synced: 16 Apr 2025
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: 24 Oct 2025
https://github.com/alexaubry/MLMOJI
Hand-Drawn Emoji Classifier (WWDC18 Scholarship Application)
cnn-classification coreml handwriting-recognition playground swift wwdc-scholarship
Last synced: 21 Jul 2025
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: 14 Apr 2025
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: 20 Apr 2025
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: 07 Aug 2025
https://github.com/aman9026/predict-covid-19
Predicts COVID-19 from PA view of X-ray when submitted on the website
cnn cnn-classification cnn-keras coronavirus coronavirus-analysis covid-19 css deep-learning deep-neural-networks deeplearning html html-css-javascript india javascript machine-learning ml mlops pandemic python3 xray
Last synced: 15 Aug 2025
https://github.com/miki998/3d_convolution_neural_net_mnet
Keras Implementation of 3d Convolutional Neural Network
3dcnn cnn-classification cnn-keras keras keras-neural-networks
Last synced: 15 Apr 2025
https://github.com/athen-lab/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: 15 Apr 2025
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: 06 May 2025
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: 02 May 2025
https://github.com/pingjunchen/gradingkneeoa
Knee Osteoarthritis Analysis with X-ray Images using CNN
biomedical-data-science cnn-classification deep-learning grading-system kl-grading knee-joints knee-osteoarthritis-analysis x-ray-images yolov2
Last synced: 24 Dec 2025
https://github.com/kittinan/trex-keras-cnn
Play T-Rex game with Keras using convolutional neural network
cnn-classification keras trex-game
Last synced: 10 Jun 2025
https://github.com/pszemraj/BoulderAreaDetector
An app that uses a CNN to classify whether a satellite image shows an area would be a good rock climbing spot or not. On streamlit.
bouldering cnn cnn-classification computer-vision convolutional-neural-networks deep-learning deep-neural-networks fastai geospatial-analysis gis image-classification pytorch remote-sensing resnet rock-climbing satellite-imagery streamlit
Last synced: 11 Apr 2025
https://github.com/karan-malik/convnet
CNN to detect Pneumonia using Chest X-Rays
artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks cnn cnn-classification cnn-keras cnn-model deep-learning deep-learning-tutorial deep-neural-networks machine-learning machine-learning-algorithms machine-learning-coursera machinelearning-python medical pneumonia pneumonia-detection python python3
Last synced: 14 Jul 2025
https://github.com/gsurma/cnn_explainer
Making CNNs interpretable.
artificial-intelligence cnn cnn-classification cnn-explainer convolutional-neural-network convolutional-neural-networks explainable-ai gradcam gradcam-heatmap gradcam-visualization heatmaps imagenet imagenet-classifier interpretability machine-learning occlusion occlusions python pytorch
Last synced: 12 May 2025
https://github.com/edaaydinea/pneumonia-detection-on-chest-xray-images-with-deep-leaning
This repository includes pneumonia detection on Chest X-ray Images by using Deep Learning(Keras).
cnn-classification cnn-keras computer-vision deep-learning deep-neural-networks image-processing pneumonia-classification
Last synced: 11 Apr 2025
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: 08 Aug 2025
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: 14 Aug 2025
https://github.com/jaredloomis/neurothink
Muse 2 EEG analysis with PyTorch + CNNs.
cnn-classification cnn-model eeg muse2 pytorch temporal-models
Last synced: 12 Aug 2025
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: 12 May 2025
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: 29 Aug 2025
https://github.com/epsoft/simple-neural-network-for-recognizing-farsi-handwritten-digits
code recognition persian handwritten
cnn cnn-classification farsi handwritten-persian handwritten-text-recognition persian recognizing-handwritten recognizing-handwritten-digits
Last synced: 01 May 2025
https://github.com/cserajdeep/1dcnn-iris-pytorch
1 Dimensional Convolutional Neural Network for Iris dataset classification
1d-cnn classification cnn-classification deep-neural-networks iris-dataset python pytorch
Last synced: 14 Apr 2025
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: 03 Apr 2025
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: 27 Dec 2025
https://github.com/smahesh29/covid-19-detection-through-chest-x-ray
Detecting COVID-19 in X-ray images with Keras, TensorFlow, and Deep Learning
chest-xray-images cnn-classification cnn-keras cnn-model convolutional-neural-networks covid-19 covid19-detector deep-learning detection keras machine-learning tensorflow
Last synced: 21 Jul 2025
https://github.com/aniketpatilanalyst/Disease-Prediction-Model
Prediction Model on Cell Images for Detecting Malaria
artificial-intelligence cnn-classification data-science deep-neural-networks disease-prediction image-processing
Last synced: 10 Mar 2025
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: 15 Apr 2025
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: 22 Apr 2025
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: 07 May 2025
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: 10 Jul 2025
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: 24 Aug 2025
https://github.com/ntthanh2603/imageguard
⚡ Project detect 16+ images use 📸 Yolov8n, 🧠 EfficientNet, 🛠️ ResNet, 🌐 Vision Transformer 🎯
cnn cnn-classification python pytorch requests selenium selenium-python selenium-webdriver training yolo yolov10 yolov8
Last synced: 16 Jun 2025
https://github.com/imsanjoykb/computer-vision-bootcamp
Computer Vision Bootcamp
artificial-intelligence cnn-classification computer-vision deep-learning opencv opencv-dnn opencv-project opencv-python
Last synced: 30 Oct 2025
https://github.com/pingjunchen/thyroidrule
Rule-Based Thyroid Whole Slide Image Diagnosis
cnn-classification computational-pathology convolutional-neural-networks deep-learning deep-neural-networks patch-wise pytorch rule-based thyroid-cancer wsi
Last synced: 24 Dec 2025
https://github.com/MrAnayDongre/Machine-Learning-Collection
Repo for Implementing Research Papers & Projects related to Machine Learning
bidirectional-lstm chatgpt cnn-classification dcgan-pytorch deep-neural-networks diffusion-models gan imagecaptioning lstm-neural-networks machine-learning object-detection ollama pytorch-implementation pytorch-lightning pytorch-lightning-tutorial rag time-series-analysis transformer wgan-gp-pytorch yolo
Last synced: 18 Jul 2025
https://github.com/animikhaich/no-code-classification-toolkit
Containerized Tensorflow-based image classification training utility with Streamlit-based interface designed to choose between common architectures and optimizers for quick hyperparameter tuning.
classification classsifier cnn cnn-classification convolutional-neural-networks dashboard deep-learning image image-classification keras model-training no-code nocode streamlit-application streamlit-dashboard tensorflow trainer zero-code
Last synced: 10 Apr 2025
https://github.com/altomator/introduction_to_deep_learning
AI, CNN, Watson
ai cnn-classification digital-libraries gallica watson-visual-recognition
Last synced: 14 Jun 2025
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: 10 Apr 2025
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: 24 Sep 2025
https://github.com/parsapoorsh/resnet-ixion
Image Orientation Detection Using ResNet
classification cnn cnn-classification computer-vision deep-learning image-classification image-processing machine-learning pytorch resnet torchvision
Last synced: 10 Oct 2025
https://github.com/abyildirim/pytorch-tutorials
PyTorch tutorial notebooks for beginners.
cnn-classification pytorch-tensors pytorch-tutorial
Last synced: 23 Mar 2025
https://github.com/seanyuner/cnn_models_in_tensorflow
使用TensorFlow自己搭建一些经典的CNN模型，并使用统一的数据来测试效果。
alexnet cnn cnn-classification cnn-model deep-learning googlenet image-classification inception inceptionv2 inceptionv3 resnet resnet-50 resnet34 tensorflow tensorflow-experiments tensorflow-models vgg16 vgg19
Last synced: 17 Jun 2025
https://github.com/harshjuly12/hand-gesture-recognition-using-convolutional-neural-networks-cnn
Hand Gesture Recognition Using CNN employs Convolutional Neural Networks to classify hand gestures from near-infrared images. The project involves dataset preprocessing, CNN model training, and evaluation for accurate gesture recognition.
cnn cnn-classification cnn-keras computer-vision
Last synced: 19 Sep 2025
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: 21 Mar 2025
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: 06 Apr 2025
https://github.com/kkhushhalr2405/plantsvsweeds
Plants and weed classifier build using Pytorch
cnn-classification maize-crops pytorch weed-segmetation
Last synced: 11 Jun 2025
https://github.com/saizk/glioscan
IDH Classification for Gliomas using CNN and Transformers.
attention-classification captk classification cnn cnn-classification deep-learning glioma idh idh-classification idh-status magnetic-resonance-imaging mri neural-networks transformers
Last synced: 23 Oct 2025
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: 14 Apr 2025
https://github.com/petrosdemetrakopoulos/face-mask-detector
Face mask detection with Tensorflow and Keras CNNs
ai cnn cnn-classification cnn-keras computer-vision convolutional-neural-networks covid-19 covid19 deep-learning image-classification keras machine-learning neural-network python tensorflow
Last synced: 15 Oct 2025
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: 11 Apr 2025
https://github.com/gabrli/litecnn
LiteCNN: Intuitive Python library for creating, training and visualizing convolutional neural networks. Features simplified CNN layer definition, automated training workflows, model visualization, and seamless Keras-to-ONNX conversion. Includes 15 pre-configured popular models for immediate use.
cnn-classification computer-vision deep-learning-framework keras-tensorflow machine-learning model-visualization neural-networks onnx python-library tensorflow2
Last synced: 24 Dec 2025
https://github.com/thieu1995/mealpy-classification
Hyper-parameter tuning of classification model with Mealpy
classification-model cnn-classification genetic-algorithm hyper-parameter-tuning mealpy meta-heuristic-algorithms mlp multiclass-classification particle-swarm-optimization svm
Last synced: 04 Jul 2025
https://github.com/nunorc/galaxy-convnet
deep CNN for classification of galaxies
astronomy astrophysics cnn-classification deep-learning
Last synced: 13 Apr 2025
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: 02 Apr 2025
https://github.com/abhilash1910/miniclassifier
Deep Learning Library for Text Classification.
bilstm-attention classification-model cnn-classification embeddings keras-tensorflow nlp tensorflow
Last synced: 10 Apr 2025
https://github.com/arshtiwari2004/sahyog
Centralized Disaster Response and Inventory Management System that leverages AI and Google Cloud Technologies to predict disasters, optimize resource management, and provide real-time coordination.
adam-optimizer apache-kafka apache-spark cnn-classification docker efficientnetb4 gan-models gcp-storage gcs gemini-api hyperledger-fabric keras-classification-models l2-regularization lstm-model numpy opencv tensorflow twilio vertex-ai yolov8-detection
Last synced: 13 May 2025
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: 23 Jul 2025
https://github.com/aravind-selvam/language_identification-using-cnn-and-audio-processing
An Web application Language Identification project uses Pytorch and Torchaudio to accurately identify spoken language from audio files.
audio-processing cnn cnn-classification language-detection nlp spoken-language-identification spoken-language-recognition
Last synced: 23 Sep 2025
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: 06 May 2025
https://github.com/omonimus1/plant_classification
🌿 Flower Classifier implementation and Django Web App with integrated ML model.
cnn-classification cnn-keras django flutter honours-project plant-classification tensorflow
Last synced: 17 Mar 2025
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: 30 Jun 2025
https://github.com/rrifafauzikomara/firedetection
Simple application to detect fires in realtime using an Android-based camera with the CNN method
android-application cnn-classification object-detection
Last synced: 15 Apr 2025
https://github.com/metanticonan/learningpronunciation
Flask with one simple html page, trained with CNN model
aws cnn-classification decoding-algorithm flask-application h5 html5 mfcc-features phonemes-recognition python3 tts
Last synced: 29 Apr 2025
https://github.com/sachintha-samarathunga/kidney-stones-detection-system
The "kidney-stones-Detector" is an advanced system delivering precise detection and classification of kidney conditions including stones, cysts, tumors, and normal states from medical imaging data. With an impressive accuracy of 98.87%, this machine learning-powered models offer reliable insights for medical professionals.
cnn-classification image-processing keras machine-learning meterial-ui metplotlib opencv python reactjs tensorflow uvicorn
Last synced: 10 Apr 2025
https://github.com/rimkomatic/web-service-classification-using-cnn
Long Tailed Service Classification using CNN with 75.76% accuracy
cnn cnn-classification lstm lstm-neural-networks machine-learning natural-language-processing nlp-machine-learning pytorch
Last synced: 19 Oct 2025
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 Aug 2025
https://github.com/rafat3000/covid-19-xray-dl-classification-transfer-learning-
Build Model Covid-19 Xray using CNN & Transfer learning
cnn-classification denec densenet121 generator keras-tensorflow matplotlib numpy pandas plotly resnet seaborn sk vgg16
Last synced: 11 Apr 2025
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: 23 Apr 2025
https://github.com/koushik-elite/using-densenet-and-pytorch
Using Densenet for image classification in PyTorch
adadelta cnn-classification deep-learning deep-neural-networks densenet-pytorch densenet121 image-classification machine-learning neural-network pytorch smote transfer-learning
Last synced: 11 Jul 2025
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: 29 Jul 2025
https://github.com/aashishrai3799/face-detection-and-tracking
Detect Faces in images, videos and live camera feed.
cnn-classification deep-learning face-detection mtcnn-face-detection opencv3-python tensorflow-examples
Last synced: 16 Mar 2025