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Top 12 Go Tensorflow Projects
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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.
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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.
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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.
17. Determined AI | Github | tutorial
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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.
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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.
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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.
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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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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! 🚀
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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.
Go Tensorflow related posts
- Open Source Ascendant: The Transformation of Software Development in 2024
- Switching to Android Was Easy
- New Release 231128-f48ff16ef ⚙️🌈
- Suche Fotoverwaltungssoftware
- Show HN: Carton – Run any ML model from any programming language
- Self hosted alternative to Google Photos
- Ask HN: Photo Sharing Solutions
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A note from our sponsor - SaaSHub
www.saashub.com | 29 Mar 2024
Index
What are some of the best open-source Tensorflow projects in Go? This list will help you:
Project | Stars | |
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1 | PhotoPrism | 32,156 |
2 | gocv | 6,208 |
3 | determined | 2,785 |
4 | tfgo | 2,364 |
5 | hercules | 1,981 |
6 | onepanel | 696 |
7 | arena | 696 |
8 | mpi-operator | 392 |
9 | WasmEdge-go | 106 |
10 | GoFaceRec | 25 |
11 | TFServingCache | 24 |
12 | tflitego | 17 |