classification

There are 43 repositories under classification topic.

WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
bilibili classification deep-learning object-detection pytorch segmentation tensorflow2
Language:Python 8966
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 8520
brightmart / text_classification
all kinds of text classification models and more with deep learning
classification nlp fasttext textcnn textrnn tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification memory-networks
Language:Python 7314
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 6781
awesome-project-ideas
NirantK / awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
awesome awesome-list classification dataset deep-learning forecasting image-classification machine-learning multi-label-classification series-forecasting
6325
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 6021
pycaret / pycaret
An open-source, low-code machine learning library in Python
anomaly-detection citizen-data-scientists classification clustering data-science gpu machine-learning ml nlp pycaret python regression time-series
Language:Jupyter Notebook 5664
haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system data-science dataframe deep-learning genetic-algorithm graph interpolation linear-algebra machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 5508
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow
Language:Jupyter Notebook 4444
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
autoencoder classification cnn deep-q-network dqn dropout gan generative-adversarial-network machine-learning neural-network regression rnn tensorflow tensorflow-tutorials tutorial
Language:Python 4186
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 3730
charlesq34 / pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
classification geometry-processing neural-network point-cloud segmentation tensorflow
Language:Python 3720
gaussic / text-classification-cnn-rnn
CNN-RNN中文文本分类，基于TensorFlow
chinese classification cnn rnn tensorboard tensorflow text-classification
Language:Python 3715
wooorm / franc
Natural language detection
classification classify detect detection javascript language language-detection natural natural-language nlp
Language:JavaScript 3661
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 3410
cleanlab / cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels
audio-classification classification confident-learning data-centric-ai data-centric-machine-learning data-cleaning data-quality data-science exploratory-data-analysis image-classification label-errors learning-with-confident-examples learning-with-noisy-labels machine-learning noisy-data noisy-labels robust-machine-learning text-classification weak-supervision
Language:Python 3397
NVIDIA-AI-IOT / torch2trt
An easy to use PyTorch to TensorRT converter
jetson-nano jetson-tx2 jetson-xavier pytorch tensorrt inference classification
Language:Python 3333
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Language:Java 3094
robmarkcole / satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
classification convolutional-neural-networks dataset datasets deep-learning deep-neural-networks image-classification keras machine-learning python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow
3093
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 2558
weaviate
semi-technologies / weaviate
Weaviate is a cloud-native, modular, real-time vector search engine
classification contextual-search database deep-learning deep-search graphql knn-search machine-learning mlops neural-search restful-api search-engine search-engines semantic-search semantic-search-engine vector-database vector-search vector-search-engine vectors weaviate
Language:Go 2441
tirthajyoti / Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
numpy statistics pandas matplotlib regression scikit-learn classification clustering decision-trees random-forest dimensionality-reduction neural-network deep-learning artificial-intelligence data-science machine-learning k-nearest-neighbours naive-bayes pytest flask
Language:Jupyter Notebook 2357
charlesq34 / pointnet2
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
3d-shape classification deep-learning point-cloud segmentation
Language:Python 2333
dbiir / UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2 model-zoo natural-language-processing ner pegasus pre-training pytorch roberta t5 unilm xlm-roberta
Language:Python 2064
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
classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer
Language:Jupyter Notebook 2013
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 1979
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification imagenet efficientnet pretrained-models image-classification efficient nasnetmobile mobilenet deep-learning
Language:Python 1969
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 1923
microsoft / FLAML
A fast library for AutoML and tuning.
automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning
Language:Jupyter Notebook 1856
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 1620
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 1597
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
ai algorithm analytics anomaly-detection artificial-intelligence classification clustering cross-validation data-science deep-learning machine-learning machine-learning-library natural-language-processing neural-network php php-ai php-machine-learning php-ml prediction regression
Language:PHP 1596
raster-vision
azavea / raster-vision
An open source framework for deep learning on satellite and aerial imagery.
classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation
Language:Python 1585
mlr-org / mlr
Machine Learning in R
classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial
Language:R 1572
yanx27 / Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
pointnet pointnet2 pointcloud segmentation s3dis modelnet shapenet pytorch classification visualization point-cloud
Language:Python 1564
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 1491

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pytorch deep-learning computer-vision semantic-segmentation dataset