Tensorflow

Open-source projects categorized as Tensorflow
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Language: + Python + C++ + Jupyter Notebook + Go + JavaScript + TypeScript
Topics: Deep Learning Machine Learning Python Pytorch Keras
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Top 23 Tensorflow Open-Source Projects

  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    • Project mention: AI enthusiasm #6 - Finetune any LLM you want💡 | dev.to | 2024-04-16

    Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️

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  • Keras

    Deep Learning for humans

    • Project mention: Getting Started with Gemma Models | dev.to | 2024-04-15

    After setting the variables for the environment, the next step is to install dependencies. To use Gemma, KerasNLP is the dependency used. KerasNLP is a collection of natural language processing (NLP) models implemented in Keras and runnable on JAX, PyTorch, and TensorFlow.

  • Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    • Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12

  • TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

  • bert

    TensorFlow code and pre-trained models for BERT

    • Project mention: OpenAI – Application for US trademark "GPT" has failed | news.ycombinator.com | 2024-02-15

    task-specific parameters, and is trained on the downstream tasks by simply fine-tuning all pre-trained parameters.

    [0] https://arxiv.org/abs/1810.04805

  • gold-miner

    🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • PhotoPrism

    AI-Powered Photos App for the Decentralized Web 🌈💎✨

    • Project mention: Show HN: Memories, FOSS Google Photos alternative built for high performance | news.ycombinator.com | 2024-03-21

    I have been using https://www.photoprism.app for a couple of years, and it works better than expected, with the latest updates it's actually quite fast and the face tagging works reasonably well.

  • Ray

    Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    • Project mention: Open Source Advent Fun Wraps Up! | dev.to | 2024-01-05

    22. Ray | Github | tutorial

  • data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • netron

    Visualizer for neural network, deep learning and machine learning models

    • Project mention: Visualizer for neural network, deep learning and machine learning models | news.ycombinator.com | 2023-12-26

  • handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

  • spleeter

    Deezer source separation library including pretrained models.

    • Project mention: Are stems a good way of making mashups | /r/Beatmatch | 2023-12-10

    virtual dj and others stem separator is shrinked model of this https://github.com/deezer/spleeter you will get better results downloading original + their large model.

  • DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

    • Project mention: Common Voice | news.ycombinator.com | 2023-12-05

  • Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    • Project mention: Intuituvely Understanding Harris Corner Detector | news.ycombinator.com | 2023-09-11

    The most widely used algorithms for classical feature detection today are "whatever opencv implements"

    In terms of tech that's advancing at the moment? https://co-tracker.github.io/ if you want to track individual points, https://github.com/matterport/Mask_RCNN and its descendents if you want to detect, say, the cover of a book.

  • d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  • ncnn

    ncnn is a high-performance neural network inference framework optimized for the mobile platform

    • Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

    ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.

    https://github.com/Tencent/ncnn

  • datasets

    🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    • Project mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑‍💻 🥇 | dev.to | 2023-10-19

  • face-api.js

    JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

    • Project mention: Skinny legend (2017 - 2023) | /r/h3h3productions | 2023-05-31

    Then I used face-api.js to find the coordinates of each eye.

  • best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  • frigate

    NVR with realtime local object detection for IP cameras

    • Project mention: Multimillion-dollar L.A. heist was seamless, sophisticated, stealthy | news.ycombinator.com | 2024-04-10

  • ivy

    The Unified AI Framework

    • Project mention: Keras 3.0 | news.ycombinator.com | 2023-11-28

    See also https://github.com/unifyai/ivy which I have not tried but seems along the lines of what you are describing, working with all the major frameworks

  • horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-04-16.

Tensorflow related posts

Index

What are some of the best open-source Tensorflow projects? This list will help you:

Project Stars
1 tensorflow 182,323
2 transformers 124,557
3 Keras 60,902
4 Real-Time-Voice-Cloning 50,652
5 TensorFlow-Examples 43,195
6 bert 36,945
7 gold-miner 33,359
8 PhotoPrism 32,525
9 Ray 30,988
10 data-science-ipython-notebooks 26,438
11 netron 25,963
12 handson-ml 25,090
13 spleeter 24,839
14 DeepSpeech 24,212
15 Mask_RCNN 24,119
16 d2l-en 21,564
17 ncnn 19,125
18 datasets 18,376
19 face-api.js 16,076
20 best-of-ml-python 15,302
21 frigate 14,547
22 ivy 14,016
23 horovod 13,942

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