tfjs
godot-proposals
tfjs | godot-proposals | |
---|---|---|
29 | 610 | |
18,124 | 1,032 | |
0.3% | 1.5% | |
8.6 | 2.7 | |
8 days ago | 6 months ago | |
TypeScript | ||
Apache License 2.0 | MIT License |
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tfjs
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
TensorFlow.js
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Deep Learning in JavaScript
Many people seem to be unaware of tensorflow.js, an official JS implementation of TF
https://github.com/tensorflow/tfjs
I'd love to see PyTorch in JS, but I think unless you get it running on the GPU it won't be able to do much.
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Machine Learning in NodeJS || Part 1: TensorflowJS Basics
TensorflowJS GitHub Repository
- PyTorch Primitives in WebGPU for the Browser
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I want to talk about WebGPU
Also, Tensorflow.js WebGPU backend has been in the works for quite some time: https://github.com/tensorflow/tfjs/tree/master/tfjs-backend-...
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WebGPU Fundamentals
It's a pity that tfjs never truly developed any decent ops. E.g. you need lgamma to implement the cap for zero-inflated poisson regression and tfjs simply doesn't have that: https://github.com/tensorflow/tfjs/issues/2011
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Chrome Ships WebGPU
People have been doing it for long with WebGL, see eg https://github.com/tensorflow/tfjs and https://cloudblogs.microsoft.com/opensource/2021/09/02/onnx-...
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How to get rotation (yaw/pitch/roll) from face detection keypoints?
thanks, no not unity, going to show it as a demo with threejs + tensorflow on the web. I found a github request to add face orientation https://github.com/tensorflow/tfjs/issues/3835 looks like they assigned someone to add it but doesn't look like its available yet, but there's some posts about the math I can use to get rotations based on some of the landmarks
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[P] Supporting neural network inference in web browsers
There already exist a wide variety of neural network inference engines that run in web browsers (e.g. TensorFlow.js and, my personal favorite for use with PyTorch models, ONNX Runtime Web), but pre- and post-processing has always required imperative manipulations on flat buffers rather than a clean ndarray interface.
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Tensorflow JS model crashing on mobile
Full docs and code: https://github.com/tensorflow/tfjs/tree/master/e2e/benchmarks/local-benchmark
godot-proposals
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Show HN: My wife and I made a maze game
Godot was fine, for the most part, it's a good engine for small games. The main issue was around working together and resolving conflicts with git (Godot isn't really working and constantly kept changing IDs in resource files), and it kept losing data in scenes when the code changed so we had to rebuild things several times. On previous test games we also ran into huge performance issues in the editor when we wanted to do too much work in scenes, so we had to switch to doing most of the work in code.
The worst part was when I had to rip out a bunch of testing code that used @tool for release as it seemed to cause issues when doing a release build. The engine is generally not great when you want to follow clean software engineering (e.g. dependency injection is not possible, I opened a proposal to that end here[1]).
[1]: https://github.com/godotengine/godot-proposals/issues/8850
- Dev snapshot: Godot 4.3 dev 3
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How to make thick object disappear while passing through thin one?
If we had a Mask2D, this would be super easy and straight forward.
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How to use line2D as a mask texture?
So if that's what OP meant, clip_children property won't work. Instead OP needs to use a CanvasGroup parent and the Line2D (with CanvasItem Material in Subtract mode) and TextureRect as siblings, or any of the other methods explained here until we have a Mask2D node.
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New Running And Debugging System for Android And Ios &gui apps
There is an open proposal to have a compile option for a LibGodot, as a Library https://github.com/godotengine/godot-proposals/issues/6267
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What IDE has the best support for GdScript?
Yes, there could be the option to open at least 2 tabs at the same time, when working with scripts. This has probably already been suggested in: https://github.com/godotengine/godot-proposals
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How to fix the jittery pixel in my game?
I cannot tell exactly where the jitter is from the video, but if it is what I'm thinking of, it is a known issue, see here. There is a proposal to fix this, with tons of discussion here. Try some of the workarounds mentioned in these two links. Game looks great by the way!
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4.2 did Ctrl + K change or is this a bug?
It's in the release notes. Here is a link to the pull request, based on this proposal.
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How do I view the scene in runtime?
Currently not possible: https://github.com/godotengine/godot-proposals/issues/7213
- Made a proposal for clone a key in AnimationPlayer
What are some alternatives?
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
o3de - Open 3D Engine (O3DE) is an Apache 2.0-licensed multi-platform 3D engine that enables developers and content creators to build AAA games, cinema-quality 3D worlds, and high-fidelity simulations without any fees or commercial obligations.
webhl - WebHL is a fork of hlviewer.js that uses the File System Access API to load game assets direct from your computer rather than from a server.
godex - Godex is a Godot Engine ECS library.
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.
Godot - Godot Engine – Multi-platform 2D and 3D game engine
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
Godot-Mixing-Desk - A complete audio solution for Godot 3.3.x, making procedural sound and adaptive/procedural music possible with a few nodes and a couple lines of code.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
kompute - General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
firecracker - Secure and fast microVMs for serverless computing.
openseeface-gd - A GUI for running OpenSeeFace.