tfjs-models
eleventy πβ‘οΈ
tfjs-models | eleventy πβ‘οΈ | |
---|---|---|
50 | 245 | |
13,750 | 16,319 | |
1.0% | 1.3% | |
8.0 | 9.3 | |
13 days ago | 6 days ago | |
TypeScript | JavaScript | |
Apache License 2.0 | MIT License |
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.
tfjs-models
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Running a TensorFlow object detector model and drawing boxes around objects at 60 FPS - all in React Native / JavaScript!
I am wondering, will this also work with tensoflow.js or only tflite? I'd like to use this hand pose estimation from mediapipe: https://github.com/tensorflow/tfjs-models/tree/master/hand-pose-detection
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ML tool to read PDF file and answer questions from its content
I got the basic concept working using TensorFlow QnA model but the answers don't seem very accurate. Infact, unless you specifically ask the exact question, you dont get the right answer. Its not intelligent enough because the entire PDF content becomes a bag of words instead of having context to those words. for eg. When someone types "languages", it should search within a section named Languages.
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React + Tensorflow.js , a cool recipe for AI powered applications
I think you are beginning to connect the dots by now π What we will do is to build a small proof-of-concept (POC) by writing a simple react app and hook up a pre-trained tensorflow.js model, The text toxicity model to "moderate" the user's text input and show a notification of what's wrong with it, a text toxicity meter if you will...
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Chat moderation in Daily using TensorFlow.js
TensorFlow.js is a JavaScript library developers can use to run pre-trained machine-learning models in the browser. The library has a variety of models for tasks such as object identification and language processing. One of these models is the text toxicity detection model.
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Racial slurs list? I need some guidance!
TensorFlow has a toxicity classification model available. I don't find it to work that well, but it does something. Not sure if it works in other languages than English. Tried the demo with some offensive Dutch and it passed it.
- Does tensorflow offer a 3d meshing model for body parts?
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Seeking Advice on Resources for Creating an Image Analysis and Manipulation AI
No clue if it will work on drawn images. It depends on what the model was trained on. The models github is a good place to get started on figuring that out: https://github.com/tensorflow/tfjs-models/tree/body-pix-v2.0.4/body-pix
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[AskJS] Rate a string on how much sense it makes
You probably want to check out something like tensorflow https://github.com/tensorflow/tfjs-models where you can build and test your models.
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Chat moderation in Wix with TensorflowJS and Velo
I decided to start with the toxicity model OOTB demo code for simplicity. You can find this code in their Github repo.
- Buenas! Necesito ideas para tesis de la carrera de desarrollo de software
eleventy πβ‘οΈ
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Converting BlogCFC blog to Eleventy
This post outlines the steps for migrating an existing BlogCFC blog to a JamStack, with a focus on using Eleventy.
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Ask HN: What's the simplest static website generator?
I suggest you to try out eleventhy (https://www.11ty.dev/)
Quite simple to start, and a nice system to add some scripting and styles without the requirement of bringing in a framework.
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Eleventy - Create a global production flag
A production flag enables you to run activities in dev or production such as minifying assets, showing draft posts, etc. There isn't a built-in flag or function that comes with eleventy (11ty) specifically for this. However we have this info at our fingertips.
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Ask HN: Looking for lightweight personal blogging platform
I can't recommend Eleventy enough!
https://www.11ty.dev
I converted my WordPress blog to Eleventy 4 years ago and never looked back, it's been delightful!
https://www.joshcanhelp.com/taking-wordpress-to-eleventy/
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Removing React is just weakness leaving your codebase
Itβs 2024, and you are about to start a new project. Do you reach for React, a framework you know and love or do you look at one of the other hot new frameworks like Astro, Enhance, 11ty, SvelteKit or gasp, plain vanilla Web Components?
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VS Code - Fix a task automation issue - `The terminal process failed to launch (exit code: 127`
The "dev" script is running the eleventy server in dev mode. The details of the script are not important for this discussion, but to round out the background here is an abbreviated version of my package.json:
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Eleventy vs. Next.js for static site generation
Eleventy is a fast and powerful SSG that really shines when it comes to pure static site generation because it does not require the loading of a client-side JavaScript bundle in order to serve content.
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You don't need JavaScript for that
The irony is using a JavaScript-based static site generator to make the site: https://www.11ty.dev
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Why You Should Write Your Own Static Site Generator
https://doublejosh.com/post/186193119278/metalsmithjs-is-sti...
Then two years ago I needed a more robust SSR system based on React, so I went with GatsbyJS. It's insanely mature and intuitive, but as we all know that community and business is now drying up too. But the framework is still great.
Now everyone sings the praises of NextJS, which can be used for SSR but is intended for applications and active server endpoints. But more complexity doesn't mean better.
I'm keen to try other simple frameworks when the result is a static site. I may give https://www.11ty.dev a shot.
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From Jason: my custom digital garden in 11ty
11ty is a lightweight static site generator. I chopped up my HTML and used the 11ty starter template called eleventy-base-blog as the structural foundation for the site.
What are some alternatives?
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
astro - The web framework for content-driven websites. βοΈ Star to support our work!
ml5-library - Friendly machine learning for the web! π€
Hugo - The worldβs fastest framework for building websites.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
SvelteKit - web development, streamlined
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
Gatsby - The best React-based framework with performance, scalability and security built in.
tensorflow-bodypix-sample
Publii - The most intuitive Static Site CMS designed for SEO-optimized and privacy-focused websites.
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Grav - Modern, Crazy Fast, Ridiculously Easy and Amazingly Powerful Flat-File CMS powered by PHP, Markdown, Twig, and Symfony