JavaScript Tensorflow

Open-source JavaScript projects categorized as Tensorflow
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Topics: #Machine Learning #Deep Learning #JavaScript #Keras #Computer Vision
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Top 19 JavaScript Tensorflow Projects

  • netron

    Visualizer for neural network, deep learning, and machine learning models

    Project mention: Is it theoretically possible to convert TFLite models back to Keras? | reddit.com/r/learnmachinelearning | 2023-03-07

    I couldn't find any publicly available tools for this, so I'm planning on creating one. I just wanted to check if there's any obvious barrier that makes it impossible for this to happen. My reasoning is that if tools like netron.app can analyze and visually represent the layers/ops of the TFLite file, it should also be possible to automatically convert those layers to Keras code? Copying the weights should be easier, as they can be read from the TFLite file and copied to the Keras model using the set_weights() method.

  • Keras.js

    Run Keras models in the browser, with GPU support using WebGL

  • Appwrite

    Appwrite - The Open Source Firebase alternative introduces iOS support . Appwrite is an open source backend server that helps you build native iOS applications much faster with realtime APIs for authentication, databases, files storage, cloud functions and much more!

  • labelbox

    Labelbox is the fastest way to annotate data to build and ship computer vision applications.

    Project mention: [D] What are people using to organize large groups of people for data labelling? | reddit.com/r/MachineLearning | 2022-07-14

    LabelBox

  • projectlearn-project-based-learning

    A curated list of project tutorials for project-based learning.

    Project mention: Project Ideas | reddit.com/r/csharp | 2022-04-03

  • deeptraffic

    DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

    Project mention: "Programmer" circlejerk | reddit.com/r/ProgrammerHumor | 2023-03-07

    A ~50 LOC JavaScript file from 5 years ago is literally the only evidence I can find of him having written software (open source or otherwise) in any capacity.

  • DeepCamera

    Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

    Project mention: Upgrade any camera/cctv to AI based intruder detection without monthly fee | reddit.com/r/homedefense | 2022-10-04

    Repo Link: https://github.com/SharpAI/DeepCamera

  • gaze-detection

    👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.

  • Sonar

    Write Clean JavaScript Code. Always.. Sonar helps you commit clean code every time. With over 300 unique rules to find JavaScript bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • BlocklyML

    BlocklyML is a simple visual programming Tool for python and ML. 🧩 🖥️

  • sparsify

    APIs that provide simple pathways to build sparse models, all with a one-line API call

  • object-tracking-js

    Track an object as it moves in a video with no training

    Project mention: Adding hotspot to a video | reddit.com/r/reactjs | 2022-10-25

    I just googled "javascript object tracking video" and there are a few interesting examples that don't involve machine learning. Here's one: https://github.com/cloud-annotations/object-tracking-js

  • yolov7-tfjs

    Object Detection using Yolov7 in tensorflow.js

    Project mention: I'm using a ported model of YOLO7 on TensorFlow but it's not performing as well, any idea why? | reddit.com/r/tensorflow | 2023-02-11

    But this ported YOLOv7 works a lot less better, any idea why? https://github.com/hugozanini/yolov7-tfjs

  • handsign-tensorflow

    A simple ASL (American Sign Language) alphabet detection using TensorFlow and Handpose model

  • megadetector-gui

    A desktop application that makes using MegaDetector's model easier

    Project mention: Ask HN: What not-profit-seeking project are you tinkering with this week? | news.ycombinator.com | 2022-10-18

    On (some) weekends I work on Megadetector GUI [0]. Megadetector [1] is an object detection model trained on millions of camera trap images and is widely used by conservationists. The issue is that it's rather technical to set up, so I made a GUI for it.

    Currently working on a brand new version (not public just yet) that will use the latest MD version (v5 is way faster), better UI and most importantly GPU support out of the box.

    [0] https://github.com/petargyurov/megadetector-gui

    [1] https://github.com/microsoft/CameraTraps/blob/main/megadetec...

  • WebVoiceSDK

    Buildings block for voice-enabled applications in the browser

  • facial-emotion-recognition

    This repository demonstrates an end-to-end pipeline for real-time Facial emotion recognition application through full-stack development. The frontend is developed in react.js and the backend is developed in FastAPI. The emotion prediction model is built with Tensorflow Keras, and for real-time face detection with animation on the frontend, Tensorflow.js have been used.

    Project mention: [P]Realtime Facial Emotion Recognition | reddit.com/r/MachineLearning | 2022-08-21

    Github - https://github.com/victor369basu/facial-emotion-recognition

  • SignLanguage

    SignLanguage is a platform where users can practically learn American Sign Language using machine learning and access videos for over 20,000+ ASL phrases.

    Project mention: SignLanguage is a platform where users can practically learn American Sign Language using machine learning and access videos for over 20,000+ ASL phrases. | reddit.com/r/coolgithubprojects | 2023-03-25

  • tfjs-obj-detection-twilio-video-serverless

  • BetterThanQuickDraw

    Artificial intelligence is used in the project to predict what are you drawing.

    Project mention: “The Physics of Racing” Implementation | news.ycombinator.com | 2022-09-23

  • wm-22-project

    Full stack web app to visualize and forecast precipitations in Morocco 🌧️

    Project mention: Made a [full-stack 💻🌐 + ML 📉] precipitations dashboard 🌧️ | reddit.com/r/webdev | 2022-07-30

    Please feel free to drop some hints here, or just in this post, or dm ...

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-03-25.

JavaScript Tensorflow related posts

Index

What are some of the best open-source Tensorflow projects in JavaScript? This list will help you:

Project Stars
1 netron 21,717
2 Keras.js 4,924
3 labelbox 1,710
4 projectlearn-project-based-learning 1,702
5 deeptraffic 1,660
6 DeepCamera 1,176
7 gaze-detection 530
8 BlocklyML 408
9 sparsify 265
10 object-tracking-js 173
11 yolov7-tfjs 53
12 handsign-tensorflow 49
13 megadetector-gui 36
14 WebVoiceSDK 19
15 facial-emotion-recognition 15
16 SignLanguage 8
17 tfjs-obj-detection-twilio-video-serverless 2
18 BetterThanQuickDraw 1
19 wm-22-project 0

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