imgbeddings
awesome-teachable-machine
imgbeddings | awesome-teachable-machine | |
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8 | 90 | |
122 | 176 | |
- | 0.0% | |
0.0 | 0.0 | |
about 2 years ago | over 1 year ago | |
Python | ||
MIT License | Creative Commons Zero v1.0 Universal |
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imgbeddings
- FLaNK Stack Weekly for 20 Nov 2023
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Content-Based Image Retrieval
Seconding the recommendation of CLIP embeddings, especially compared to image histograms + requiring OpenCV.
I wrote a naive, minimal dependency Python package to calculate image embeddings (https://github.com/minimaxir/imgbeddings) with some lookup demo notebooks and it works well in a pinch, although it's due for an upgrade.
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How to build a working AI only using synthetic data in just 5 minutes
Normally, this is Hacker News reductiveness, but yes, image classification via CLIP is that easy, especially with Hugging Face's API for it: https://huggingface.co/docs/transformers/model_doc/clip
I created a Python package to generate image embeddings from CLIP's vision model (without requiring a ML framework), and a simple linear classifier on those embeddings does the trick: https://github.com/minimaxir/imgbeddings
- GitHub - minimaxir/imgbeddings: Python package to generate image embeddings with CLIP without PyTorch/TensorFlow
- Show HN: Python package to create image embeddings without PyTorch/TensorFlow
- I've released a Python package which lets you generate vector representations of images clustering/similarity search/classifier building with a twist: neither PyTorch nor TensorFlow is used!
- [P] I've released a Python package which lets you generate vector representations of images with a twist: neither PyTorch nor TensorFlow is used!
- Show HN: Python package to create image embeddings with o PyTorch/TensorFlow
awesome-teachable-machine
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Ask HN: Tool(s) to calculate horse hoof angles
Not sure if I've seen anything of the sort, seems rather specific. Maybe try a Teachable Machine project? https://teachablemachine.withgoogle.com/
- Google Teachable Machine
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What is Machine Learning?
Train a computer to recognize your images, sounds, and poses. Use this resource to gain a better understanding.
- Unleashing the Power of TensorFlow: Integrating Machine Learning Magic into Your Flutter Apps 🚀✨
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Is there any neural network or LLM like chatgpt,midjourney that can help us train and generate custom sounds
[Teachable Machine](https://teachablemachine.withgoogle.com/)
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Building Simple and Customizable Image Classifier with Teachable Machine and Python
We will create an machine learning model that can classify Arabic and English books. To collect, train, and test data, we will use Teachable Machine from Google.
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SOOO...where should i learn machine learning for free??
a lot of places! but for a high schooler, better to focus at what you want to do first. or if you still haven't gotten any idea, try a simple explanation on what ml is without the math on youtube and tinker around a no code machine learning platform like https://teachablemachine.withgoogle.com/
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Which tools to use for my project?
The principle is roughly the same as it is possible with teachablemachine.withgoogle.com.
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Is AI or ML something I can learn on the side for side projects and fun/hobby, or is it something that needs to be taken “serious” and need a college degree to actually learn it?
You mentioned app, so check this out: https://teachablemachine.withgoogle.com
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I made a React Native Web app that uses ML to label image data in the browser
Here is a similar tool and source
What are some alternatives?
ai-music - A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
teachablemachine-node - Using Teachable Machine Models in Node.js
TwoPhotosOnA6x4 - Stitches 2 photos for printing on a 6"x4" photo.
examples - TensorFlow examples
FLaNK-EveryTransitSystem - Every transit system
android-bootstrap - Bootstrap your Lobe machine learning model with our Android project.
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
public-apis - A collective list of free APIs
screenshot-to-code - Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
FtcRobotController
dalle2-in-python - Use DALL·E 2 in Python
teachablemachine-community - Example code snippets and machine learning code for Teachable Machine