707 Open Source Classification Software Projects
Free and open source classification code projects including engines, APIs, generators, and tools.
Brightmart Text_classification 6544 ⭐
all kinds of text classification models and more with deep learning
Wkentaro Labelme 5541 ⭐
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Tensorflow Book 4416 ⭐
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Awesome Project Ideas 5183 ⭐
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Charlesq34 Pointnet 2883 ⭐
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Dipanjans Practical Machine Learning With Python 1598 ⭐
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.
Tirthajyoti Machine Learning With Python 1600 ⭐
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Project_alias 1488 ⭐
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.
Caffe Model 1249 ⭐
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Nlp Journey 1207 ⭐
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
Five Video Classification Methods 1001 ⭐
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Universal Data Tool 1175 ⭐
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Detext 905 ⭐
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Bayesian Neural Networks 745 ⭐
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Pytorchinsight 658 ⭐
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
All About The Gan 617 ⭐
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Breast_cancer_classifier 576 ⭐
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Tensorflow_object_tracking_video 485 ⭐
Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
Alphapy 454 ⭐
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Weaviate 398 ⭐
Weaviate is a cloud-native, realtime vector search engine that allows you to bring your machine learning models to scale
Text Classification Models Pytorch 353 ⭐
Implementation of State-of-the-art Text Classification Models in Pytorch
Artificial Adversary 335 ⭐
🗣️ Tool to generate adversarial text examples and test machine learning models against them
Tensorflow Resources 328 ⭐
Curated Tensorflow code resources to help you get started with Deep Learning.
Code Sleep Python 275 ⭐
Awesome Projects in Python - Machine Learning Applications, Games, Desktop Applications all in Python :snake:
Simplecvreproduction 373 ⭐
reproduce simple cv project including classification, object detection, segmentation, keypoint detection, tracking, attention mechanism:smile: etc.
Transformers Tutorials 276 ⭐
Github repo with tutorials to fine tune transformers for diff NLP tasks
Lazypredict 238 ⭐
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
Geospatial Machine Learning 238 ⭐
A curated list of resources focused on Machine Learning in Geospatial Data Science.
Text Cnn Tensorflow 226 ⭐
Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow
Magnetloss Pytorch 216 ⭐
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Automlpipeline.jl 206 ⭐
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
Transfer Learning Suite 203 ⭐
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Torchsat 206 ⭐
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.