BERT-for-Mobile
tfjs-models
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| BERT-for-Mobile | tfjs-models | |
|---|---|---|
| 1 | 50 | |
| 29 | 13,716 | |
| - | 1.1% | |
| 0.0 | 8.0 | |
| over 3 years ago | 2 days ago | |
| Jupyter Notebook | TypeScript | |
| - | Apache License 2.0 |
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BERT-for-Mobile
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Which lightweight BERT model would you recommend with TensorFlow.js on React Native?
MobileBERT is strangely not compatible with Tensorflow 2.0. However, it is widely in use, for example there. Also, an interesting benchmark.
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 😉 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
What are some alternatives?
tf-transformers - State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
ml5-library - Friendly machine learning for the web! 🤖
AnnA_Anki_neuronal_Appendix - Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
predict-subreddit - NLP model that predicts subreddit based on the title of a post
tensorflow-bodypix-sample
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
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.