tanishra/CNN-Models

Implementations of popular Convolutional Neural Networks (CNNs) for image classification and learning. Includes AlexNet, VGG, ResNet, and more — ideal for study and experimentation.

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0xCodeFuture/ML-Image

An image classification project utilizing PyTorch and torchvision, featuring transfer learning with models like VGG, AlexNet, and ResNet. The project includes organized datasets and scripts for training and evaluation.

Language: Python - Size: 8.43 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fangvv/FL-PQSU

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

Language: Python - Size: 24.8 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 12 - Forks: 2

hamidhosen42/Enhancing-Food-Security-EfficientNet-B0-XAI-in-Plant-Disease-Classification

This project leverages deep learning models, particularly EfficientNet-B0, to classify 38 plant diseases with an accuracy of 99.86%. Using advanced techniques like image segmentation (DeePLabV3+) and explainable AI (SHAP), the system aids in early disease detection, improving agricultural productivity and food security.

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ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Tools to Design or Visualize Architecture of Neural Network

Size: 37.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4,983 - Forks: 611

Lornatang/AlexNet-PyTorch

An PyTorch implementation AlexNet.Simple, easy to use and efficient

Language: Python - Size: 1.09 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 94 - Forks: 40

shasan7/DL_Fine_Tuning_MATLAB

Fine-Tune Pretrained Image Classification Models in MATLAB

Language: MATLAB - Size: 223 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Kimiarfaie/Evaluating-CNNs-Sensitivity-to-training-sets-image-quality

Evaluating the impact of training set's image quality on generalisation and robustness abilities of CNNs.

Language: MATLAB - Size: 1.71 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Yashmaini30/Breast-Cancer-Detection

Transfer learning-based breast cancer classification using ultrasound images. Includes ResNet-50, AlexNet, VGG16, and GoogLeNet with fine-tuning, feature extraction, and Bayesian optimization.

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Nouran246/Musical-Instrument-Detection

A deep learning project focused on musical instrument classification using Convolutional Neural Networks (CNNs). This project explores the use of different CNN architectures to classify musical instruments from audio data.

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SameetAsadullah/cnn-benchmark-suite

A modular deep learning evaluation framework for benchmarking multiple CNN architectures across varied optimization strategies and training configurations. Built for scalable experimentation and transferability to real-world image classification tasks.

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KempnerInstitute/scalable-vision-workflows

Efficient and Scalable Vision Model Training

Language: Shell - Size: 7.86 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

muhannad-iz-a-tech-nerd/Youtube-

A free, detailed course about AI and its essentials and Web dev. (Full-Stack)

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yashkathe/CS205-Image-Classification-for-Landscape-Recognition

This repository is a comprehensive exploration of image classification methodologies using CNN architecture, such as a dynamic Residual CNN and AlexNet model. Through PyTorch implementation, hyperparameter tuning, and detailed training scripts, the repository emphasizes robust image classification techniques with a focus on diverse scenes.

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imran-ahmed377/Computer-Vision-and-Pattern-Recognition

This repo is created for learning about computer vision and pattern recognition

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IAmFarrokhnejad/Palm-Vein-Recognition

Biometric Authentication using Alexnet.

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AMfeta99/Advanced_Computer_Vision

This repository is dedicated to small projects and some theoretical material that I used to get into Computer Vision using TensorFlow in a practical and efficient way.

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Kedreamix/Pytorch-Image-Classification

用于pytorch的图像分类，包含多种模型方法，比如AlexNet，VGG，GoogleNet，ResNet，DenseNet等等，包含可完整运行的代码。除此之外，也有colab的在线运行代码，可以直接在colab在线运行查看结果。也可以迁移到自己的数据集进行迁移学习。

Language: Jupyter Notebook - Size: 906 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 231 - Forks: 26

bentrevett/pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

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hfawaz/InceptionTime

InceptionTime: Finding AlexNet for Time Series Classification

Language: Python - Size: 743 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 675 - Forks: 155

DragonFive/cv_nlp_deeplearning

用python做计算机视觉，人工智能，机器学习，深度学习等

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Jackpopc/aiLearnNotes

Artificial Intelligence Learning Notes.

Language: Python - Size: 638 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 273 - Forks: 60

bundasmanu/skin_mnist

Analysis of Skin Cancer MNIST: HAM10000

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MRamazan/AlexNet-Pytorch

AlexNet Pytorch implemention

Language: Python - Size: 60.5 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Assem-ElQersh/AlexNet-VGG-CIFAR10-Comparison

Comparative analysis of AlexNet and VGG architectures trained on the CIFAR-10 dataset. The project explores differences in model design, feature extraction capabilities, and performance metrics across different neural network architectures.

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wmpscc/CNN-Series-Getting-Started-and-PyTorch-Implementation

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

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tusharkolekar24/OCR

Optical Character Recognition Demo

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nghtamm/driving-behavior-prediction Fork of xxelxt/DRIVER-BEHAVIOR

Bài tập lớn: Trí tuệ nhân tạo

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deep-diver/AlexNet

AlexNet model from ILSVRC 2012

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santiagxf/prometheus

Prometheus is a machine learning powered solution for early detection of fires in national parks

Language: Jupyter Notebook - Size: 112 MB - Last synced at: 5 months ago - Pushed at: almost 7 years ago - Stars: 28 - Forks: 7

dgurkaynak/tensorflow-cnn-finetune

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

Language: Python - Size: 6.39 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 198 - Forks: 93

Gyanbardhan/PlantDiseaseDetection

Transforming agriculture with AI: Explore our GitHub for advanced plant disease detection. Utilizing top CNN models, we empower farmers with early diagnosis tools. Access notebooks, datasets, and a user-friendly web app. Join us in revolutionizing farming for a sustainable future

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epignatelli/scalable-recognition-with-a-vocabulary-tree

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

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Gautam-J/Self-Driving-Car

Automated Driving in NFS using CNN.

Language: Python - Size: 9.12 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 150 - Forks: 23

Joanna20Carrion/Dog-Breed-Classification-Using-Pretrained-Models

Implements a system to classify dog breeds using pre-trained image classification models. It combines deep learning techniques and image processing to identify different dog breeds from images.

Language: Python - Size: 8.64 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

minar09/VGG16-PyTorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

Language: Shell - Size: 3.1 MB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 86 - Forks: 33

dansuh17/alexnet-pytorch

Pytorch Implementation of AlexNet

Language: Python - Size: 2.01 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 200 - Forks: 59

Joanna20Carrion/Custom-Image-Classifier

Proporciona las herramientas necesarias para crear y entrenar tu propio clasificador de imágenes.

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VigneshS10/Model-Quantization-For-Diabetes-Classification-in-Edge-Devices

Model Quantization for Federated Learning in edge devices

Language: Python - Size: 30.3 KB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

isKage/mnist-classification

MNIST 分类问题：基于 AlexNet 简单卷积神经网络 (MNIST Dataset Classification: AlexNet Simple CNN))

Language: Python - Size: 372 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

isKage/dog-vs-cat-classification

kaggle 比赛 猫狗分类 Dog vs Cat Classification a Simple AlexNet Classification

Language: Python - Size: 445 KB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

2j2h5/lenet-alexnet-vggnet-resnet-comparison

Implemetation of CNN models training with MNIST, CIFAR10 datasets

Language: Python - Size: 48.8 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

juliuszlosinski/Comparison-of-Convolutional-Neural-Network-Architectures-for-INTERCO

Comparison of CNN architectures for INTERCO flags classification.

Language: Python - Size: 111 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

coding-ai/cnn_arch_cpp

CNN architectures in C++

Language: C++ - Size: 11.4 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

ballasaimounika/Pretrained-Image-Classifier-to-Identify-Dog-Breeds

AI Programming with Python - Project 1

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Jordan-M-Young/alexnet-torch

Pytorch Implementation of Alexnet

Language: Python - Size: 91.8 KB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

AndresMpa/dl-vision

Deep Learning Vision Algorithms

Language: Python - Size: 27.3 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kratzert/finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

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adarsha30735/NDVI-and-2D-CNN-Plant-Leaf-Classification

NDVI and 2D-CNN Plant Leaf Classification

Language: MATLAB - Size: 3.22 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

dlibml/dnn

Deep Neural Network Architectures with dlib

Language: C++ - Size: 48.8 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 17 - Forks: 2

JackieLinn/Intelligent-RS

This is the model repository of YNU's deep learning principles and platform course assignments, which mainly use remote sensing image datasets to achieve classification, colorization and super-resolution.

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rhazra-003/Image_Classifier

A MATLAB based model which uses transfer learning to train a deep network that can classify images of flowers into one of 12 species.

Size: 10.1 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

22r01a6672/Pretrained-Image-Classifier-to-Identify-Dog-Breeds

Udacity's AI Programming with python first project

Language: Python - Size: 8.69 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

yonseicasl/Nebula

Nebula: Deep Neural Network Benchmarks in C++

Language: C++ - Size: 1.26 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 11 - Forks: 2

liferlisiqi/Traffic-Sign-Classifier

Classify traffic signs by three classic ConvNets architecture using GTSRB dataset.

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EdwardQuah/CNN-Classification-CIFAR10

Repo for training a CNN for CIFAR10 classification

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Y-nk-FE/AlexNet

AlexNet identifies pneumonia on medical images of the lungs（（AlexNet对肺部医学影像进行肺炎识别））

Language: Python - Size: 1.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

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。

Language: Jupyter Notebook - Size: 116 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1

namanbansalcodes/Brain-Tumor-Diagnosis-using-Deep-Learning

Deep Learning Model that classifies brain tumor from images

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IgnacioTK/DLIP-Final-Proyect

This project aims to address the communication issue by developing a program capable of analyzing images from videos or providing real-time translations using images captured by a webcam. The program will analyze the speaker's hands and use a CNN model, specifically trained for this task, to translate the signs into letters and words.

Language: Python - Size: 14.6 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Armour/pytorch-nn-practice

💩 My pytorch neural network practice repo

Language: Python - Size: 2.72 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 51 - Forks: 10

surya8980/AlexNet_Plant_Disease_Detection

Deep learning models, especially Convolutional Neural Networks (CNNs), have demonstrated remarkable success in image recognition tasks, making them well-suited for plant disease detection

Language: Jupyter Notebook - Size: 525 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

magnusja/GTSRB-caffe-model

German Traffic Sign Recognition Benchmark (GTSRB) AlexNet pycaffe model. http://benchmark.ini.rub.de/

Language: Python - Size: 2.63 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 14

SayamAlt/Brain-Tumor-Image-Classification

Successfully developed an image classification model to classify images of distinct types of brain tumors such as glioma tumor, meningioma tumor, pituitary tumor, etc.

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treblenalto/brain-tumor-classification

Detect brain tumor in X-ray images using deep neural networks

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siddu907/Blood-prediction-using-finger-print-images

This repository presents an innovative approach to classifying blood groups using fingerprint images through deep learning techniques. The project explores state-of-the-art convolutional neural network (CNN) architectures, such as ResNet, VGG16, AlexNet, and LeNet, to analyze and predict blood groups with the fingerprint images

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P-MCC/Image_Classification_With_PyTorch

Playing Cards Image Classification utilizing PyTorch Framework

Language: Python - Size: 449 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

TruongNV-hut/AIcandy_AlexNet_ImageClassification_uddrlyxa

AlexNet for Image Classification

Language: Python - Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 1

amanfoundongithub/AlexNet

Implemented Alex Net, a 2003 CNN model that won ImageNet 2003

Language: Python - Size: 5.86 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

bundasmanu/breast_histopathology

Analysis of Breast Cancer Dataset.

Language: Jupyter Notebook - Size: 965 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SohhamSeal/What-are-you-pointing-at

Raw Surface-EMG signal classification using DL models

Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: 5 months ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

amndzdzdz/Classification-Models

Paper-Implementations of AlexNet, VGGNet and ResNet. Some of the pioneering classification models of the machine learning world.

Language: Python - Size: 6.84 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

fulcrum101/MIPT_project_improved

Neural network (CNN) with TensorFlow [AlexNet architecture] that classifies 4 types of geometric shapes. Validation accuracy ~ 99.3% so nothing impressive here.

Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Z0m6ie/CIFAR-10_PyTorch

Implement MobileNets architecture in PyTorch using the CIFAR 10 dataset

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: 4 months ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 10

nima-kam/Tuberculosis_detection_CXR_PyTorch

This repository contains tuberculosis classification on Chest X-ray using transfer learning in pytorch

Language: Jupyter Notebook - Size: 349 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

MuhammedBuyukkinaci/Object-Classification-and-Localization-with-TensorFlow

This repository is containing an object classification & localization project for SINGLE object.

Language: Python - Size: 8.74 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 12

nssharmaofficial/skin-cancer-cnn

CNN classifier of skin cancer using Pytorch

Language: Python - Size: 25.4 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

pmgysel/alexnet-forwardpath

Simple AlexNet forward path implementation in Matlab

Language: MATLAB - Size: 738 KB - Last synced at: 8 months ago - Pushed at: almost 4 years ago - Stars: 24 - Forks: 15

irfanrob/Classification-CT-Scan-of-Covid-19

A deep learning classification program to detect the CT-scan results using python

Language: Jupyter Notebook - Size: 3.53 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

shimazahabi/Rayan-AI-Course

RAYAN AI international competition training course : Homeworks and Projects

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4ritam/Leaf-Disease-Classification

Leaf Disease multi-class image classification using deep learning architectures implemented in PyTorch

Language: Python - Size: 364 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

GYXie/visual-search

A toy project for visual search, based on deep learning.

Language: Python - Size: 19.4 MB - Last synced at: 5 months ago - Pushed at: almost 7 years ago - Stars: 44 - Forks: 17

Asritha510/ImageClassifier

Building and experimenting with architectures like VGG, ResNet and AlexNet to understand their efficiencies in classifying dog breeds(AWS Nanodegree Project)

Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gittygupta/deepACS

Automating Jacob Frye walking around the busy environment of 1868 London in Assassin's Creed Syndicate, using end to end deep learning architecture (AlexNet), implemented with fastai

Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

mbs0221-mlsys/Deep-Learning

深度学习实战

Language: Python - Size: 10.8 MB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 15 - Forks: 7

xzyu02/Skin-Cancer-Classification-Chatbot

CNN classification on HAM10000 skin cancer dataset with NLP chatbot and Tkinter UI

Language: Python - Size: 44.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

NiladriMallik/Handwritten-digit-recognition-practice

Language: Jupyter Notebook - Size: 7.61 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MaxVanDijck/pytorch-library

Reimplementations of various computer vision papers in pytorch

Language: Python - Size: 727 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

m0hith/AlexNet-Image-Classification

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

animikhaich/AlexNet-Tensorflow

GPU Optimized AlexNet Implementation to train on ImageNet 2012 using Tensorflow 2.x

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 3

elmezianech/Pretrained-Image-Classification

This is the First Project part of the AI-programming with Python Nanodegree by Udacity.

Language: Python - Size: 8.42 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

chogerlate/alexnet-pytorch

This project implements AlexNet, a pioneering convolutional neural network architecture, using PyTorch. The implementation is based on the original paper by Krizhevsky et al. (2012).

Language: Jupyter Notebook - Size: 637 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

YashaswiniSampath/AlgaeAI-Classification-using-Neural-Networks

Neural networks for algae identification

Language: Jupyter Notebook - Size: 4.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

icepeak422/lane_detection_alex

Lane detection using matlab toolbox

Language: Matlab - Size: 99.6 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1

sreejadevisetti/Image_Classifier

Image Classification using CNN models like VGG, AlexNet and ResNet

Language: Python - Size: 85.9 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

jmaczan/deep-learning-pytorch

Deep Learning architectures implemented in PyTorch Lightning

Language: Python - Size: 110 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

yuvraaj2002/GreenGuard.AI

GreenGuard is a cutting-edge picture classification initiative that aims to transform agriculture by giving farmers an automated way to identify plant illnesses early on. In order to reduce crop losses and enhance farming methods, GreenGuard uses a convolutional neural network to detect and categorize sick plants.

Language: Jupyter Notebook - Size: 42.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Oyebamiji-Micheal/Tomato-Disease-Detection-using-Convolutional-Neural-Networks-and-Explainable-AI

Integrating Local Interpretable Model-agnostic Explanations (LIME) with CNN-based classifiers for an explainable detection of tomato diseases

Size: 304 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Zaatra/Image-Classifier

Image Classifier

Language: Python - Size: 9.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AnruthaKamal/PneumoScan.ai

Pneumo.ai is a Streamlit web app for detecting pneumonia from X-rays, leveraging CNN variants like AlexNet, VGG, and ResNet18, with ResNet18 leading with an accuracy of 0.89. It employs early stopping callbacks for efficient model training, visualizes training using TensorBoard, and optimizes inference time with pruning and quantization techniques.

Language: Jupyter Notebook - Size: 503 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0