Go Tensorflow

Open-source Go projects categorized as Tensorflow

Top 12 Go Tensorflow Projects

  • PhotoPrism

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

    Project mention: I write HTTP services in Go after 13 years (Mat Ryer, 2024) | news.ycombinator.com | 2024-02-09

    out of curiosity, why no sort-of-established pkg and internal dirs? What do you think of https://github.com/photoprism/photoprism structure?

  • gocv

    Go package for computer vision using OpenCV 4 and beyond.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • determined

    Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

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

    17. Determined AI | Github | tutorial

  • tfgo

    Tensorflow + Go, the gopher way

    Project mention: Show HN: Carton – Run any ML model from any programming language | news.ycombinator.com | 2023-09-27

    eh, awesome! Seems this one, right? https://github.com/galeone/tfgo. Quite many stars.

  • hercules

    Gaining advanced insights from Git repository history.

  • onepanel

    The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.

  • arena

    A CLI for Kubeflow. (by kubeflow)

    Project mention: Volcano vs Yunikorn vs Knative | /r/kubernetes | 2023-05-03

    tldr; you should start with KubeFlow 99% of the time. The respective job scheduling workflows (including volano) can be managed with Kubeflow Arena. Vulcano is ok, but I personally prefer Nvidia's Merlin + Triton inference on top of ONNX and MS ONNX Runtime. I do like to train with GPU's on Merlin in GKE (TabularNV and HugeCTR's tbe), and run TFKeras ReLu models on CPU's with OpenVino on AWS EKS, to optimize costs a bit. I do use Kubeflow on top of TektonCD for OpenShift, while some folks do prefer Argo Workflows and Apache Airflow, in the end - it's all DAG pipelines, so doesn't really matter.

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

  • mpi-operator

    Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

  • WasmEdge-go

    The GO language SDK and API for WasmEdge

  • GoFaceRec

    Face recognition in Go using MTCNN and QMagFace

    Project mention: Introducing GoFaceRec: A Go-based Face Recognition Tool Using Deep Learning | /r/golang | 2023-07-01

    I'm excited to share a project I've been working on: [GoFaceRec](https://github.com/modanesh/GoFaceRec). This is a face recognition tool built in Go, leveraging the power of MTCNN for face detection and QMagFace for face recognition. The project was born out of a desire to bring the power of deep learning models to the Go community. After much effort, I concluded that the best approach was to convert models to TensorFlow and then work with tfgo, a Go binding to TensorFlow's C API. In GoFaceRec, the input image is first processed, and then its embeddings are compared against the ones already computed from our dataset. If the distance between embeddings falls below a specific threshold, then the face is considered as unknown. Otherwise, the proper label will be printed. The project is tested using Go 1.17 on Ubuntu 20.04. For gocv, the version of OpenCV installed is 4.7. And for tfgo, I installed [this version](https://github.com/galeone/tfgo) instead of the official one. You can install this package by running the following command in your project: > go get github.com/modanesh/[email protected] You can find more detailed instructions on how to use the tool in the [GitHub repository](https://github.com/modanesh/GoFaceRec). I welcome any feedback, suggestions, or contributions to the project. I'm looking forward to seeing how the community uses GoFaceRec and hope it can be a valuable tool for those working on face recognition tasks. Happy coding! 🚀

  • TFServingCache

    Distributed model cache for TF Serving

  • tflitego

    tflitego provide a simple and clear solution to use TensorFlow lite in Go. Our objective is provide a cohesive API, simplicity related to TensorFlow Lite C API connection and maintainability.

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 2024-02-09.

Go Tensorflow related posts

Index

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

Project Stars
1 PhotoPrism 31,590
2 gocv 6,047
3 determined 2,750
4 tfgo 2,343
5 hercules 1,981
6 onepanel 697
7 arena 690
8 mpi-operator 388
9 WasmEdge-go 106
10 GoFaceRec 26
11 TFServingCache 24
12 tflitego 17
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