cnn-classification

There are 9 repositories under cnn-classification topic.

FreedomIntelligence / TextClassificationBenchmark
A Benchmark of Text Classification in PyTorch
text-classification benchmark lstm pytorch capusle cnn cnn-classification lstm-sentiment-analysis attention-is-all-you-need rcnn crnn quantum
Language:Python 606
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
nlp event-extraction judgment cnn-classification word2vec deep-learning
Language:Python 597
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 machine-learning deep-learning facial-expression-recognition facial-landmarks tflearn tensorflow fer2013 opencv python hog-features images image-classification
Language:Python 498
sacmehta / EdgeNets
This repository contains the source code of our work on designing efficient CNNs for computer vision
cnn cnn-classification object-detection semantic-segmentation mscoco cityscapes pascal-voc imagenet-dataset imagenet-classifier shufflenetv2 espnetv2 dicenet pytorch
Language:Python 416
cgnorthcutt / benchmarking-keras-pytorch
🔥 Reproducibly benchmarking Keras and PyTorch models
keras pytorch benchmarking deep-learning imagenet cnn cnn-classification cnn-keras pytorch-tutorial keras-tutorials
Language:Python 367
codebasics / potato-disease-classification
Potato Disease Classification - Training, Rest APIs, and Frontend to test.
deep-learning cnn-keras cnn-classification tensorflow2 keras keras-tensorflow tensorflow tensorflow-serving convolutional-neural-networks python3
Language:Jupyter Notebook 240
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
Language:Python 239
explainable-cnn
ashutosh1919 / explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
explainable-ai explainable-ml cnn cnn-pytorch cnn-classification grad-cam grad-cam-visualization saliency-map saliency-detection visualization cnn-visualization cnn-visualization-technique guided-backpropagation guided-grad-cam pytorch pytorch-implementation
Language:Python 234
MG2033 / MobileNet-V2
A Complete and Simple Implementation of MobileNet-V2 in PyTorch
realtime classification mobilenet-v2 mobilenetv2 mobilenet2 convolutional-neural-networks cnn-classification mobilenets pytorch pytorch-cnn
Language:Python 211
Dynmi / AlexNet
implement AlexNet with C / convolutional nerual network / machine learning / computer vision
cnn-classification computer-vision image-classification imagenet mechine-learing nerual-network
Language:C 187
image_classifier
gsurma / image_classifier
CNN image classifier implemented in Keras Notebook 🖼️.
convolutional-neural-networks cnn cnn-keras cnn-classification keras python google-colab colaboratory notebook image-classification image-recognition artificial-intelligence ai machine-learning ml efficientnet transfer-learning efficientnet-keras
Language:Jupyter Notebook 185
deep-fingerprinting / df
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
website-fingerprinting tor tor-network deep-learning deep-neural-networks deeplearning privacy-enhancing-technologies cnn-keras cnn-classification cnn-model traffic-analysis wtf-pad walkie-talkie automated-feature-engineering
Language:Python 183
chengzhengxin / groupsoftmax-simpledet
GroupSoftmax cross entropy loss function for training with multiple different benchmark datasets
object-detection mechine-learing computer-vision cnn-classification
Language:Python 174
megvii-research / CADDM
Official implementation of ID-unaware Deepfake Detection Model
cnn-classification deepfake-detection human-faces
Language:C++ 173
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
deep-learning neural-networks tutor-milaan9 logistic-regression linear-regression deep-learning-pytorch object-detection cnn-classification deep-learning-matlab deep-learning-python autoencoders adversarial-machine-learning rnn-pytorch image-captioning data-science image-processing
Language:Jupyter Notebook 172
aksh-ai / neuralBlack
A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework
brain-tumor-classification brain-tumor-detection brain-tumor braintumour brain-tumour brain cnn pytorch classification accuracy torch cnn-classification resnet resnet-50 transfer-learning transferlearning deep-learning neural-networks
Language:Jupyter Notebook 137
fotisk07 / Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
neural-network ai matplotlib numpy-tutorial deep-learning deep-neural-networks backpropagation backpropagation-learning-algorithm gradient-descent deeplearning-ai jupyter-notebook rnn keras keras-neural-networks tensorflow cnn-classification cnn-for-visual-recognition lstm-neural-networks poetry-generator music-generation
Language:Jupyter Notebook 136
gyunggyung / PyTorch
PyTorch tutorials A to Z
classification-model mnist cnn cnn-classification pytorch jupyter-notebook nn-mnist gpu pytorch-gpu transformers nlp vision pytorch-tutorial tutorial-code
Language:Jupyter Notebook 126
mandrakedrink / ECG-Synthesis-and-Classification
1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.
ecg ecg-classification gan attention-mechanism lstm cnn-classification
Language:Python 114
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
Language:Python 109
ivaibhavkr / Weapon-Detection-And-Classification
Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.
cnn cnn-keras cnn-classification cnn-model deep-learning ai python weapon-detection classification cctv-surveillance gun
Language:Python 109
Skar0 / fire-detection
Forest fire detection using Convolutional Neural Networks
cnn cnn-classification cnn-keras data-augmentation forest-fire transfer-learning
Language:Python 109
CODAR
axenhammer / CODAR
✅ CODAR is a framework built using PyTorch to analyze post (Text+Media) and predict cyber bullying and offensive content.
python3 pytorch image-classification bert offensive-language social-media grafana pornography nsfw-classifier classification-model cyber-bullying dataset python mongodb cnn-classification sih2020
Language:CSS 107
Er1cZ / Deploying_CNN_on_FPGA_using_OpenCL
Squeezenet V1.1 on Cyclone V SoC-FPGA at 450ms/image, 20x faster than ARM A9 processor alone. A project for 2017 Innovate FPGA design contest.
opencl fpga-accelerator cnn-classification
Language:Objective-C 106
fabiocarrara / deep-parking
Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.
cnn-classification image-classification parking caffe python2 pycaffe
Language:Python 103
Niranjankumar-c / DeepLearning-PadhAI
All the code files related to the deep learning course from PadhAI
python activation-functions weight-initialization xavier-initializer he-initializer cnn-classification lstm-neural-networks pytorch-cnn pytorch-tutorials
Language:Jupyter Notebook 102
ygean / SE_DenseNet
This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen, and Gang Sun) module, written in Pytorch, train, and eval codes have been released.
senet pytorch densenet cnn-classification squeeze-and-excitation
Language:Python 102
lucaaslb / cnn-libras
Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)
convolutional-neural-networks cnn-keras cnn-classification libras keras-tensorflow deep-learning cnn convolutional-layers leaky-relu tensorflow inteligencia-artificial artificial-intelligence
Language:Python 96
linsamtw / TaiwanTrainVerificationCode2text
台鐵驗證碼辨識/轉文字
verification-code cnn-classification cnn-keras cnn api
Language:Python 95
sanchit2843 / Videoclassification
Crime detection in cctv footage using deep learning
pytorch action-recognition deep-learning cnn-classification crime-data crime-prediction
Language:Jupyter Notebook 94
Meme-Generator
developers-cosmos / Meme-Generator
MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
cnn-classification image-augmentation chef-cookbook flask-server gcp image-classification gcp-auto-ml balanced-data meme-generator artificial-intelligence neural-networks memegen cnn memes projects automated
Language:JavaScript 93
rohanpillai20 / Image-Classification-by-Keras-and-Tensorflow
Image Classification using Keras as well as Tensorflow.
python tensorflow keras cnn-classification image-classifier machine-learning hacktoberfest
Language:Python 82
RuoyuChen10 / SMDL-Attribution
[ICLR 2024 Oral] Less is More: Fewer Interpretable Region via Submodular Subset Selection
cnn-classification explainable-ai image-attribution interpretation keras-tensorflow pytorch vision-mamba vision-transformer
Language:Jupyter Notebook 78
anantSinghCross / pothole-detection-system-using-convolution-neural-networks
Real-time detection of potholes on roads using video (via Webcam) processed through a CNN model.
machine-learning convolutional-neural-networks cnn-keras cnn-classification cnn-model pothole-detector neural-networks opencv python3 real-time roads detecting-potholes dataset prediction realtime
Language:Python 73
leandroveronezi / go-recognizer
Face detection and recognition using golang
golang face-recognition face-detection dlib-face-detection dlib-face-recognition cnn-classification
Language:Go 71
pprp / PyTorch-CIFAR-Model-Hub
Implementation of Conv-based and Vit-based networks designed for CIFAR.
pytorch image-classification vision-transformer cnn-classification tricks cifar10 cifar10-classification
Language:Python 71

cnn-classification

FreedomIntelligence / TextClassificationBenchmark

zhang17173 / Event-Extraction

amineHorseman / facial-expression-recognition-using-cnn

sacmehta / EdgeNets

cgnorthcutt / benchmarking-keras-pytorch

codebasics / potato-disease-classification

MarkoArsenovic / DeepLearning_PlantDiseases

ashutosh1919 / explainable-cnn

MG2033 / MobileNet-V2

Dynmi / AlexNet

gsurma / image_classifier

deep-fingerprinting / df

chengzhengxin / groupsoftmax-simpledet

megvii-research / CADDM

milaan9 / Deep_Learning_Algorithms_from_Scratch

aksh-ai / neuralBlack

fotisk07 / Deep-Learning-Coursera

gyunggyung / PyTorch

mandrakedrink / ECG-Synthesis-and-Classification

aashishrai3799 / Automated-Attendance-System-using-CNN

ivaibhavkr / Weapon-Detection-And-Classification

Skar0 / fire-detection

axenhammer / CODAR

Er1cZ / Deploying_CNN_on_FPGA_using_OpenCL

fabiocarrara / deep-parking

Niranjankumar-c / DeepLearning-PadhAI

ygean / SE_DenseNet

lucaaslb / cnn-libras

linsamtw / TaiwanTrainVerificationCode2text

sanchit2843 / Videoclassification

developers-cosmos / Meme-Generator

rohanpillai20 / Image-Classification-by-Keras-and-Tensorflow

RuoyuChen10 / SMDL-Attribution

anantSinghCross / pothole-detection-system-using-convolution-neural-networks

leandroveronezi / go-recognizer

pprp / PyTorch-CIFAR-Model-Hub