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tfgo | go-linq | |
---|---|---|
6 | 4 | |
2,374 | 3,399 | |
- | - | |
1.5 | 0.0 | |
about 1 month ago | over 1 year ago | |
Go | Go | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tfgo
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Show HN: Carton – Run any ML model from any programming language
eh, awesome! Seems this one, right? https://github.com/galeone/tfgo. Quite many stars.
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Introducing GoFaceRec: A Go-based Face Recognition Tool Using Deep Learning
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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Why can't Go be popular for machine learning?
Paolo Galeone has improved bindings (tfgo) that can be used for training and deployment.
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How to train a model for object detection in Golang?
https://github.com/galeone/tfgo here is a very good tutorial. I would suggest starting there.
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What libraries from other languages do you wish were ported over into go?
Tensorflow is actually written in C++, and the python package is just bindings to tensorflow. There are Tensorflow Go bindings: https://github.com/galeone/tfgo.
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Using Time series to make predictions
have you tried your hands at [galeone/tfgo](https://github.com/galeone/tfgo); I've just hello-world it... so can't vouch on efficiency
go-linq
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Fourteen Years of Go
This is a lot more possible now that Go has generics (as of 1.18).
I would probably never use these, as I find such libraries are a whole new domain-specific language to learn, and often don't make things much simpler anyway, but here are some libraries where people have done something like this:
* https://github.com/ahmetb/go-linq: modelled after LINQ, but created pre-generics so only recently added some generics features
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Querying and transforming object graphs in Go
So awhile back, there was a port of Linq https://github.com/ahmetb/go-linq that ended up giving up, since then it has been continued with https://github.com/szmcdull/glinq
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Juniper is an extended Go standard library using generics, including containers, iterators, and streams
I am aware of this that predates generics: https://github.com/ahmetb/go-linq/blob/master/groupby.go
- What libraries from other languages do you wish were ported over into go?
What are some alternatives?
Gorgonia - Gorgonia is a library that helps facilitate machine learning in Go.
Anakin - Codegeneration tool for isomorphic server and mobile Go apps with gRPC & Protobuf. Share code between your backend, Android & iOS app! :sun_with_face:
GoLearn - Machine Learning for Go
pkgreflect - A Go preprocessor for package scoped reflection
neat
efaceconv
go-deep - Artificial Neural Network
gen - Type-driven code generation for Go
libsvm - libsvm go version
interfaces - Code generation tools for Go.
Varis - Golang Neural Network
jennifer - Jennifer is a code generator for Go