classification-model

There are 6 repositories under classification-model topic.

awesome-decision-tree-papers
benedekrozemberczki / awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
cart catboost classification-model classification-trees classifier decision-tree decision-tree-classifier decision-tree-learning decision-tree-model ensemble-learning gradient-boosting gradient-boosting-machine lightgbm machine-learning machine-learning-research random-forest regression-tree statistical-learning tree-ensemble xgboost
Language:Python 2431
qubvel / classification_models
Classification models trained on ImageNet. Keras.
resnet pretrained-models pretrained-weights keras imagenet imagenet-classifier classification-model resnext senet squeeze-and-excitation inceptionv3 inception-resnet-v2 densenet mobilenet nasnet xception vgg
Language:Python 1232
GeoTorchAI
wherobots / GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet satellite-classification
Language:Jupyter Notebook 512
junqiangchen / PytorchDeepLearing
Meidcal Image Segmentation Pytorch Version
classification-model pytorch-implementation segmentation-models unet-image-segmentation vnet3d flask flask-application
Language:Python 310
minqi / hnatt
Train and visualize Hierarchical Attention Networks
hierarchical-models hierarchical-model attention-mechanism attention deep-learning deep-neural-networks attention-visualization classification-model
Language:Python 203
dominance-analysis / dominance-analysis
This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.
dominance-analysis relative-importance keydrivers shapley-value regression-models logistic-regression dominance predictor multiple-regression classification-model dominance-statistics feature-engineering feature-selection feature-importance predictor-importance r-square pseudo-r-square
Language:Python 165
stigma0617 / VoVNet.pytorch
A pytorch implementation of VoVNet
imagenet classification-model vovnet
Language:Python 135
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 132
yuanxiaosc / Multimodal-short-video-dataset-and-baseline-classification-model
500,000 multimodal short video data and baseline models. 50万条多模态短视频数据集和基线模型（TensorFlow2.0）。
classification-model multimodal-datasets tensorflow-models video-dataset
Language:Jupyter Notebook 132
Inf-imagine / Sentry
[NeurIPS 2023] Sentry-Image: Detect Any AI-generated Images
ai aigc classification-model generation-models responsible-ai
131
ivclab / CPG
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
deep-neural-networks continual-learning pytorch lifelong-learning classification-model multi-task-learning cpg face-recognition emotion-recognition age-gender-cnn
Language:Python 123
chrisprasanna / Exercise_Recognition_AI
Developing a virtual personal fitness tracker and exercise activity recognition A.I. using computer vision and deep learning.
activity-recognition attention-mechanism classification-model computer-vision deep-learning human-pose-estimation lstm-neural-networks machine-learning pose-estimation real-time
Language:Jupyter Notebook 116
NVIDIA-AI-IOT / ros2_torch_trt
ROS 2 packages for PyTorch and TensorRT for real-time classification and object detection on Jetson Platforms
ros2 robotics pytorch tensorrt real-time jetson deep-learning ai-iot object-detection resnet-18 classification-model ssd-mobilenet
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 105
souravs17031999 / Retinal_blindness_detection_Pytorch
AI-driven initiative to assist hospitals and rural clinics in early detection of Diabetic Retinopathy, supporting accessible eye care for all through open healthcare innovation.
deep-learning neural-network retinal-fundus-images kaggle-competition diabetic-retinopathy-detection pytorch tkinter-gui heidisql classification-model resnet-152
Language:Jupyter Notebook 97
Medibuddy-Smart-Disease-Predictor
kanchitank / Medibuddy-Smart-Disease-Predictor
Multiple disease prediction such as Diabetes, Heart disease, Kidney disease, Breast cancer, Liver disease, Malaria, and Pneumonia using supervised machine learning and deep learning algorithms.
cnn neural-networks multiple-disease-prediction breast-cancer-prediction classification-model deep-learning diabetes-prediction heart-disease-prediction kidney-disease-prediction liver-disease-prediction machine-learning malaria-prediction pneumonia-prediction
Language:Jupyter Notebook 94
SachaIZADI / Seven-Segment-OCR
Computer vision project to automatically recognize digits characters in a seven-segments display
machine-learning computer-vision deep-neural-networks deep-learning computer-vision-ai hec polytechnique ocr classification-model data-science-for-business-x-hec
Language:Jupyter Notebook 89
cjekel / tindetheus
Build personalized machine learning models for Tinder using Python
tinder facenet classification-model facenet-models database machinelearning machine-learning computer-vision python
Language:Python 88
sukhitashvili / violence-detection
Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more
violence-detection deep-learning classification-model fire-detection car-accidents-detection
Language:Jupyter Notebook 88
aravind-selvam / forest-fire-prediction
Project for Predicting Algerian Forest Fires and Fire Weather Index Using Machine Learning with Python.
classification-model data-science flask-application jupyter-notebook machine-learning ml prediction-model python regression-models sklearn
Language:Jupyter Notebook 73
KingArthur000 / Electrical-Fault-detection-and-classification
A sample power system was modeled using MATLAB Simulink and all six types of faults were introduced into the transmission line of the power system. An ML classifier using 8 types model was implemented using sklearn and an appropriate model was selected as the end model for each problem.
sklearn matlab classification-model electrical-grid
Language:Jupyter Notebook 59
this-is-not-real-aerial-imagery
Camaltra / this-is-not-real-aerial-imagery
Quizz App Using Custom Diffusion Model to create deep fake of Satelite Earth image
backend classification-model computer-vision deep-learning deep-neural-networks diffusion-model diffusion-models docker pytorch u-net acc-unet
Language:Python 56
nghuyong / bert-classification-tf-serving
Use BERT to train a classification model and deploy the model by tensorflow serving
bert tensorflow tensorflow-serving classification-model
Language:Python 50
chicolucio / ifood-case-data-analyst
Projeto de ensino para o curso Ciência de Dados ministrado por mim na Hashtag
classification-model clustering data-science python segmentation sklearn sklearn-pipeline teaching
Language:Jupyter Notebook 47
Hulkido / RCNN
FULL Implementation of RCNN from scratch
rcnn python keras tensorflow scratch computer vision deep-learning classification-model object-detection proper explanation implimentation iou detection notebook proposal
Language:Jupyter Notebook 46
caltech_birds
ecm200 / caltech_birds
A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.
classification-model pytorch-tutorial cub-200-2011 feature-attribution activation-maximization manifold-learning caltech-birds deep-neural-networks cnn image-classification deep-learning machine-learning pytorch
Language:Jupyter Notebook 45
odubno / gauss-naive-bayes
Gauss Naive Bayes in Python From Scratch.
bayes naive-bayes-classifier normal-naive-bayes naive-bayes naive-bayes-tutorial naive-bayes-algorithm naive-bayes-implementation naive-bayes-python from-scratch iris-dataset gaussian-distribution normal-distribution classification-model bayes-classifier bayes-classification python maximum-likelihood maximum-likelihood-estimation bayesian posterior-probability
Language:Python 45
nadaalay / Heart-Disease-Classifier-Web-App
Heart disease classifier web app
heart-disease classification-model data-science data-analytics python prediction machine-learning
Language:Jupyter Notebook 44
TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt
Sakib1263 / TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt
Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).
machine-learning deep-learning resnet keras-tensorflow classification-model regression-models demo pipeline 1d-convolution 2d-convolution jupyter-notebook python3 tensorflow2 resnext seresnet seresnext
Language:Jupyter Notebook 44
ManarAlharbi / Business_Analyst_Nanodegree_Projects
Projects of Business Analyst Nanodegree Program
data-visualization classification-model tableau alteryx arima-model ets-model ab-testing udacity-business-analyst-nanodegree alteryx-workflow supervised-learning unsupervised-learning tableau-server linear-regression sql outliers-detection data-wrangling predictive-modeling clustering time-series-forecasting segmentation
Language:TSQL 42
lucaslattari / MachineLearningSeries
Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.
machine-learning machine-learning-algorithms python data-science linear-regression classification classification-algorithm classification-model classification-trees random-forest k-means k-means-clustering k-nearest-neighbours
Language:Jupyter Notebook 41
mahmad00 / A-Fast-and-Compact-3-D-CNN-for-HSIC
The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and Remote Sensing Letters
hyperspectral 3d-cnn classification-model
Language:Jupyter Notebook 38
marcosPlaza / Ground-based-Cloud-Classification-with-Deep-Learning
Implementation of different Deep Learning algorithms to solve the problem of cloud classification, using images taken from the ground.
convolutional-neural-networks deep-learning keras keras-tensorflow object-detection tensorflow transformer triplet-loss vision-transformer weather wheather-analysis classification classification-model
Language:Jupyter Notebook 38
majkamichal / naivebayes
High performance implementation of the Naive Bayes algorithm in R
r classification-model naive-bayes r-package datascience machine-learning
Language:R 36
Yaojie-Shen / DDoS-DeepLearning-Approach
deep-learning ddos classification-model cnn-model
Language:Python 35
esharma3 / myers-briggs-personality-prediction
NLP based Classification Model that predicts a person's personality type as one of the 16 Myers Briggs personality types. Extremely challenging project dealing with correlation between human psychology and casual writing styles and handling heavily imbalanced classes. Check the app here - https://mb-predictor-motetuzs5q-uc.a.run.app/
machine-learning classification-model nlp nltk sentiment-analyser lemmatization tf-idf-vectorizer count-vectorizer python pandas numpy flask gcp pos-tagging imbalanced-classes
Language:Jupyter Notebook 33

classification-model

benedekrozemberczki / awesome-decision-tree-papers

qubvel / classification_models

wherobots / GeoTorchAI

junqiangchen / PytorchDeepLearing

minqi / hnatt

dominance-analysis / dominance-analysis

stigma0617 / VoVNet.pytorch

gyunggyung / PyTorch

yuanxiaosc / Multimodal-short-video-dataset-and-baseline-classification-model

Inf-imagine / Sentry

ivclab / CPG

chrisprasanna / Exercise_Recognition_AI

NVIDIA-AI-IOT / ros2_torch_trt

axenhammer / CODAR

souravs17031999 / Retinal_blindness_detection_Pytorch

kanchitank / Medibuddy-Smart-Disease-Predictor

SachaIZADI / Seven-Segment-OCR

cjekel / tindetheus

sukhitashvili / violence-detection

aravind-selvam / forest-fire-prediction

KingArthur000 / Electrical-Fault-detection-and-classification

Camaltra / this-is-not-real-aerial-imagery

nghuyong / bert-classification-tf-serving

chicolucio / ifood-case-data-analyst

Hulkido / RCNN

ecm200 / caltech_birds

odubno / gauss-naive-bayes

nadaalay / Heart-Disease-Classifier-Web-App

Sakib1263 / TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt

ManarAlharbi / Business_Analyst_Nanodegree_Projects

lucaslattari / MachineLearningSeries

mahmad00 / A-Fast-and-Compact-3-D-CNN-for-HSIC

marcosPlaza / Ground-based-Cloud-Classification-with-Deep-Learning

majkamichal / naivebayes

Yaojie-Shen / DDoS-DeepLearning-Approach

esharma3 / myers-briggs-personality-prediction