classification

There are 54 repositories under classification topic.

WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pytorch tensorflow2 classification object-detection bilibili deep-learning segmentation
Language:Python 14822
wkentaro / labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
image-annotation python computer-vision annotations deep-learning semantic-segmentation instance-segmentation video-annotation classification
Language:Python 9934
brightmart / text_classification
all kinds of text classification models and more with deep learning
attention-mechanism classification convolutional-neural-networks fasttext memory-networks multi-class multi-label nlp sentence-classification tensorflow text-classification textcnn textrnn
Language:Python 7516
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 7365
pycaret / pycaret
An open-source, low-code machine learning library in Python
data-science citizen-data-scientists python machine-learning pycaret ml gpu time-series regression classification anomaly-detection clustering
Language:Jupyter Notebook 7048
awesome-project-ideas
NirantK / awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification
6858
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
classification cnn genetic-algorithm kmeans-clustering linear-regression machine-learning neural-network nlp ode packtpub regression rnn svm tensorboard tensorflow tensorflow-algorithms tensorflow-cookbook
Language:Jupyter Notebook 6074
haifengl / smile
Statistical Machine Intelligence & Learning Engine
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet graph linear-algebra computer-algebra-system multidimensional-scaling deep-learning statistics dataframe data-science genetic-algorithm
Language:Java 5697
cleanlab / cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
weak-supervision robust-machine-learning data-cleaning classification data-quality data-science exploratory-data-analysis label-errors noisy-labels data-centric-ai machine-learning out-of-distribution-detection outlier-detection data-validation active-learning crowdsourcing image-tagging data-labeling entity-recognition annotations
Language:Python 5572
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow machine-learning regression convolutional-neural-networks logistic-regression book reinforcement-learning autoencoder linear-regression classification clustering
Language:Jupyter Notebook 4455
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network
Language:Python 4262
PaddlePaddle / PaddleX
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
classification detection segmentation yolov3 unet mobilenet resnet deployment jetson deeplearning deep-neural-networks neural-networks industry
Language:Python 4191
charlesq34 / pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
point-cloud classification segmentation neural-network tensorflow geometry-processing
Language:Python 4097
orange3
biolab / orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
data-mining data-science machine-learning data-visualization orange python scikit-learn numpy scipy pandas decision-trees clustering visualization orange3 random-forest plotting classification regression visual-programming
Language:Python 4007
gaussic / text-classification-cnn-rnn
CNN-RNN中文文本分类，基于TensorFlow
tensorflow cnn text-classification chinese classification rnn tensorboard
Language:Python 3858
wooorm / franc
Natural language detection
javascript natural-language language-detection nlp natural language detection detect classification classify
Language:JavaScript 3813
NVIDIA-AI-IOT / torch2trt
An easy to use PyTorch to TensorRT converter
jetson-nano jetson-tx2 jetson-xavier pytorch tensorrt inference classification
Language:Python 3812
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering statistics kafka data-mining apriori word2vec flink-ml fm flink-machine-learning graph-embedding
Language:Java 3309
timeseriesAI / tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting inceptiontime rocket machine-learning python
Language:Jupyter Notebook 3198
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 2775
tirthajyoti / Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
artificial-intelligence classification clustering data-science decision-trees deep-learning dimensionality-reduction flask k-nearest-neighbours machine-learning matplotlib naive-bayes neural-network numpy pandas pytest random-forest regression scikit-learn statistics
Language:Jupyter Notebook 2661
charlesq34 / pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
point-cloud deep-learning classification segmentation 3d-shape
Language:Python 2582
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner t5 unilm roberta albert clue gpt-2 model-zoo bart pegasus xlm-roberta
Language:Python 2464
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn deep-learning natural-language-processing natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data
Language:Jupyter Notebook 2337
yanx27 / Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
classification modelnet point-cloud pointcloud pointnet pointnet2 pytorch s3dis segmentation shapenet visualization
Language:Python 2199
InvoiceNet
naiveHobo / InvoiceNet
Deep neural network to extract intelligent information from invoice documents.
invoice invoice-management invoices invoice-insight classification deep-learning deep-neural-networks deeplearning keras keras-tensorflow keras-neural-networks invoice-pdf invoice-parser invoice-software information-retrieval information-extraction billing
Language:Python 2167
dipanjanS / practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis
Language:Jupyter Notebook 2059
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 2059
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification imagenet efficientnet pretrained-models image-classification efficient nasnetmobile mobilenet deep-learning
Language:Python 2010
shankarpandala / lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
machine-learning automl regression classification
Language:Python 1922
raster-vision
azavea / raster-vision
An open source library and framework for deep learning on satellite and aerial imagery.
deep-learning computer-vision remote-sensing geospatial object-detection semantic-segmentation classification machine-learning pytorch
Language:Python 1815
UniversalDataTool / universal-data-tool
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
computer-vision annotate-images entity-recognition desktop classification dataset annotation-tool deep-learning text-annotation named-entity-recognition text-labeling semantic-segmentation image-segmentation image-labeling-tool machine-learning image-annotation csv labeling labeling-tool hacktoberfest
Language:JavaScript 1764
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
machine-learning data-science neural-network analytics php classification clustering regression anomaly-detection deep-learning cross-validation machine-learning-library php-ml php-machine-learning prediction natural-language-processing algorithm php-ai artificial-intelligence ai
Language:PHP 1763
Lightning-AI / lightning-flash
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
pytorch-lightning deep-learning machine-learning pytorch tasks-flash classification tabular-data object-detection icevision open3d fiftyone torch-geometric pytorch-video
Language:Python 1651
bjoernkarmann / project_alias
Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.
alias classification hack machine-learning microphone raspberry-pi smarthome sound-synthesis speech-recognition wakeword
Language:Python 1647
mlr-org / mlr
Machine Learning in R
machine-learning data-science tuning cran r-package predictive-modeling classification regression statistics r survival-analysis imbalance-correction tutorial mlr learners hyperparameters-optimization feature-selection multilabel-classification clustering stacking
Language:R 1598

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