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Image Processing Techniques You Can Use in ML Projects
In this article, we cover the Top 6 Image Processing Techniques for Machine Learning.
image-processing machine-learning deep-learning neptune-ai
Pokedex streamlit app
Web app form of the Pokedex device found in the pokemon cartoon series built and deployed with streamlit
streamlit convolutional-neural-networks deep-learning classification
How I learn any deep learning topic really fast
I learned about transformers in ~2 weeks and understood a bunch of details from tokenization and (self)attention all the way to how BERT/GPT-3 work.
deep-learning learning-tips tutorial
How to Deploy your ML models as Telegram Bots
In this project, I trained a Model to detect mask on people's face and made it available on both Android and IOS through a Telegram Bot. It's deployed on ...
deep-learning fastai telegram-bot heroku
How to Structure and Manage NLP Projects
Some key pointers, guidelines, tips and tricks that can help you stay on top of things and keep your NLP projects (mostly) in check!
natural-language-processing natural-language-understanding machine-learning deep-learning
Sentiment Analysis in Python
We discuss the most popular NLP Sentiment Analysis packages, and compare the performance of each of them in a common dataset.
sentiment-analysis python machine-learning deep-learning
How to Serve ML Models with TensorFlow Serving and Docker
In this tutorial, I’m going to show you how to serve ML models using Tensorflow Serving, an efficient, flexible, high-performance serving system for ML ...
machine-learning deep-learning tensorflow tensorflow-lite
BERTology at 100 kmph
Key ideas behind key members of the BERT-gang. These ideas solve a key-problem in BERT. Each of them can be applied to other domains.
natural-language-processing transformers transfer-learning deep-learning
Deep Learning Do It Yourself
This site collects resources to learn Deep Learning in the form of Modules.
deep-learning pytorch python code
Article on how to get started with implementing research paper
If you haven't tried reading and implementing research papers, then this will help you get started.
machine-learning deep-learning paper generative-adversarial-networks
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