GoFaceRec
photo_id_resizer
GoFaceRec | photo_id_resizer | |
---|---|---|
1 | 6 | |
27 | 11 | |
- | - | |
6.5 | 2.6 | |
11 months ago | over 3 years ago | |
Go | Go | |
MIT License | MIT License |
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GoFaceRec
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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! 🚀
photo_id_resizer
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Ask HN: How to handle user file uploads?
Slight OT...
I created a program for profile pictures. It uses face recognition technology as to not deform faces when resizing photos. This may be useful to you.
https://github.com/jftuga/photo_id_resizer
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Ask HN: What apps have you created for your own use?
All of mine are CLI...
https://github.com/jftuga/less-Windows - [not really mine, but I just help maintain the port] - GNU less compiled for Windows 10 & 11. Stand-alone version with no dependencies.
https://github.com/jftuga/gofwd - A cross-platform TCP port forwarder with Duo 2FA and Geo-IP integration
https://github.com/jftuga/spotprice - Quickly get AWS spot instance pricing - a bit easier to use than the aws cli; is also faster and has more features
https://github.com/jftuga/tcpscan - A standalone, fast, simple, multi-threaded cross-platform IPv4 TCP port scanner
https://github.com/jftuga/ipinfo - Return IP address info including geographic location and distance when given IP address, email address, host name or URL
https://github.com/jftuga/photo_id_resizer - Resize photo ID images using face recognition technology
https://github.com/jftuga/chars - Determine the end-of-line format, tabs, bom, and nul characters
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Get number of open files
photo_id_resizer
- Ask HN: What are some tools / libraries you built yourself?
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Content-aware image resizing in JavaScript
Yes, I use it daily. Here is my project:
https://github.com/jftuga/photo_id_resizer
I am using this content aware image resizing library:
https://github.com/esimov/caire
- Python made me look like a WIZARD
What are some alternatives?
go-face - :mag: Face recognition with Go
sqldb-logger - A logger for Go SQL database driver without modifying existing *sql.DB stdlib usage.
rupy - HTTP App. Server and JSON DB - Shared Parallel (Atomic) & Distributed
null - Nullable Go types that can be marshalled/unmarshalled to/from JSON.
gazpacho - 🥫 The simple, fast, and modern web scraping library
3d-photo-inpainting - [CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
vue-skuilder
caire - Content aware image resize library
oatmeal - Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors!
GoJS, a JavaScript Library for HTML Diagrams - JavaScript diagramming library for interactive flowcharts, org charts, design tools, planning tools, visual languages.
lowdefy - The config web stack for business apps - build internal tools, client portals, web apps, admin panels, dashboards, web sites, and CRUD apps with YAML or JSON.
Nullboard - Nullboard is a minimalist kanban board, focused on compactness and readability.