TensorFlow is a comprehensive open-source platform developed by Google designed for building and deploying machine learning models. As an application developer, leveraging TensorFlow allows you to harness a vast suite of tools and libraries that facilitate the construction of both simple and complex machine learning models. TensorFlow is particularly popular for its flexibility in developing neural networks and deep learning algorithms due to its ability to run on various devices like CPUs, GPUs, and TPUs. Its high-level Keras API simplifies model building, while the core TensorFlow enables fine-tuned control for intricate model creation. The platform supports various tasks such as image and speech recognition, text classification, and regression analysis. TensorFlow's scalability also means it can be integrated into mobile and web applications, providing AI-driven features with real-world applications. Whether designing state-of-the-art models or integrating machine learning into existing applications, TensorFlow's strong community support and comprehensive documentation make it a powerful tool for developers.
View the most prominent open source Tensorflow projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- An Open Source Machine Learning Framework for Everyone☆194,195Updated this week
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- We write your reusable computer vision tools. 💜☆36,705Updated this week
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- Visualizer for neural network, deep learning and machine learning models☆32,592Updated this week
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- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,929Mar 20, 2024Updated 2 years ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,416Aug 18, 2024Updated last year
- Deezer source separation library including pretrained models.☆28,096Apr 2, 2025Updated 11 months ago
- DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Ras…☆26,737Jun 19, 2025Updated 9 months ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,828Oct 3, 2023Updated 2 years ago
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆25,532Jun 7, 2024Updated last year
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,318Mar 12, 2026Updated last week
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆22,908Updated this week
- 100-Days-Of-ML-Code中文版☆22,213Apr 6, 2022Updated 3 years ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,289Updated this week
- Open standard for machine learning interoperability☆20,484Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆19,568Updated this week
- The free and privacy-friendly screen recorder with no limits 🎥☆18,037Updated this week
- JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js☆17,799Jan 24, 2024Updated 2 years ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,293Apr 21, 2022Updated 3 years ago
- Simple and ready-to-use tutorials for TensorFlow☆16,318Nov 28, 2022Updated 3 years ago
- Machine Learning Toolkit for Kubernetes☆15,519Jan 5, 2026Updated 2 months ago
- Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any…☆15,452Mar 13, 2026Updated last week
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,874Feb 21, 2024Updated 2 years ago
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,745Aug 12, 2024Updated last year
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,679Dec 1, 2025Updated 3 months ago
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,344Jul 3, 2024Updated last year
- Your new Mentor for Data Science E-Learning.☆14,308Oct 14, 2025Updated 5 months ago
- Face recognition using Tensorflow☆14,313Jul 24, 2023Updated 2 years ago
- Convert Machine Learning Code Between Frameworks☆14,207Feb 7, 2026Updated last month
- Open3D: A Modern Library for 3D Data Processing☆13,396Updated this week
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,271Aug 30, 2021Updated 4 years ago
- 机器学习相关教程☆12,833Dec 22, 2020Updated 5 years ago
- 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning d…☆12,760Jun 2, 2024Updated last year