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Top 19 JavaScript Tensorflow Projects
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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.
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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!
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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 | 2022-07-14LabelBox
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deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
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.
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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 | 2022-10-04Repo Link: https://github.com/SharpAI/DeepCamera
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gaze-detection
👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences.
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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.
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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
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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
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handsign-tensorflow
A simple ASL (American Sign Language) alphabet detection using TensorFlow and Handpose model
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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...
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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.
Github - https://github.com/victor369basu/facial-emotion-recognition
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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 -
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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 ...
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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.
JavaScript Tensorflow related posts
- Bumble open sources Private Detector, AI tool to detect unsolicited lewd images
- Upgrade any camera/cctv to AI based intruder detection without monthly fee
- Yolov7 Person recognition(REID) with Python
- What Programming Language To Use?
- DeepCamera: Local inference engine, Home Assistant intrusion detection AI camera
- SharpAI Open Source intruder detection w Home-Assistant supports local deployment now
- New smart home project. Customer development stage.
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A note from our sponsor - Sonar
www.sonarsource.com | 28 Mar 2023
Index
What are some of the best open-source Tensorflow projects in JavaScript? This list will help you:
Project | Stars | |
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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 |