Easy Object Detection with Transformers: Simple Implementation of Pix2Seq Model in PyTorch
Author(s): Moein Shariatnia Originally published on Towards AI. Top highlight My Simple Implementation of Pix2Seq U+007C Image by author Introduction Object detection does not have to be a difficult task! I clearly remember the first time I implemented YOLO from scratch, and …
EfficientNet — An Elegant, Powerful CNN.
Author(s): Leo Wang Originally published on Towards AI. No Fancy Techniques but worked extremely well. OUTPERFORMED ResNet, ResNeXt, DenseNet, InceptionNet, SENet, AmoebaNet, and is MORE EFFICIENT. U+1F4D6 Table of Contents · ⭐ ️Introduction· ⭐Intuition· ⭐ Compound Scaling Method ∘ ⭐ MBConv Block· …
Understanding the Why of Data Science and Machine Learning Is More Useful than Knowing the How
Author(s): Suhas Maddali Originally published on Towards AI. Learning the purpose of data science can be useful, especially in order to create a business impact in the organization. Photo by RoonZ nl on Unsplash A large number of corporations are moving toward …
Image Segmentation of Rotating iPhone With Scikit-image
Author(s): Dmitri Azarnyh Originally published on Towards AI. Modern devices are full of different sensors: front and back cameras, accelerometers, gyroscopes, magnetometers, GPS, etc. Smart use of these devices allows for a large number of interesting applications such as compass, location detection, …
These 10 Algorithms Can Change Your Life — If You Work With Data
Author(s): Jair Ribeiro Originally published on Towards AI. These Algorithms can help you efficiently carry out your Data Science tasks in the most important business context. Photo by Kaleidico on Unsplash This member-only story is on us. Upgrade to access all of …
Understanding the Emotion Tone of Text with AI — Sentiment Analysis on Monkeypox Tweets
Author(s): Kirsten Jiayi Pan Originally published on Towards AI. Understanding the Emotion Tone of Text with AI — Sentiment Analysis on Monkeypox Tweets How do companies and organizations understand customers’ feelings or public’s sentiment regarding a trending event? The most common approaches …
A Quantitative and Qualitative Approach To Data Cleaning
Author(s): Kaushik Choudhury Originally published on Towards AI. Clean data is the oxygen that enables the trained machine learning models to deliver Olympic-level performance. This member-only story is on us. Upgrade to access all of Medium. Photo by Lina Verovaya on Unsplash …
Beyond the Jupyter Notebooks
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Deploy your models in a swift with Flask As a data scientist, if you have often found yourselves seeking answers to the popular question of “what’s next after Jupiter notebooks?”, you are definitely in …
This AI newsletter is all you need #8
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI This week’s highlight is surely Meta’s new chatbot: BlenderBot 3. BlenderBot 3 is accessible to everyone in the U.S. to chat with in order to collect …
A Complete End-to-End Machine Learning Based Recommendation Project
Author(s): Gowtham S R Originally published on Towards AI. A machine learning recommendation project based on collaborative filtering and popularity-based filtering image from Unsplash uploaded by Toa Heftiba What is a recommendation system? Whenever we visit a shopping mall to buy a …
NLP Use Case With AWS Comprehend
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. This article covers concepts of Natural Language Processing and how to derive insights from text data using the components of AWS Comprehend. Photo by Robert Collins on Unsplash The topic of discussion! 1. The …
Function to load training data
Author(s): Hudson Ko Originally published on Towards AI. Fail to load the images as training inputs due to memory error? This 5-minute article can save you 5 hours or even more. This member-only story is on us. Upgrade to access all of …
The Universe of “Data Science” Roles
Author(s): Shahrokh Barati Originally published on Towards AI. Data Scientist vs. Data Analyst vs. Data Engineer vs. ML Engineer vs. MLOps Engineer vs. [insert your fancy role title here]… This member-only story is on us. Upgrade to access all of Medium. Visual …
Learn with me: Linear Algebra for Data Science — Part 4: Singular Value Decomposition
Author(s): Matthew Macias Originally published on Towards AI. Welcome to the next part of the linear algebra series! We will be covering the Singular Value Decomposition and its immense role in Data Science. This article will be more technical than the previous, …
Trends in AI — August 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight 3% of Google’s new code is written by a Language Model, DeepSpeed for making inferences with a Trillion-scale Mixture of Experts, Beating neural scaling laws, prompting in Information Retrieval, Language …
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