· ai
YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World
A detailed walkthrough of the YOLOv1 architecture and its PyTorch implementation from scratch The post YOLOv1 Paper Walkthrough: The Day YOLO First Saw the Worl...
Source
Towards Data Science
26 posts from this source
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- · ai
On the Challenge of Converting TensorFlow Models to PyTorch
How to upgrade and optimize legacy AI/ML models The post On the Challenge of Converting TensorFlow Models to PyTorch appeared first on Towards Data Science....
- · ai
Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem
A new NeurIPS 2025 paper shows how self-supervised learning imbues ViT with better image understanding than supervised learning The post Do Labels Make AI Blind...
- · ai
The Machine Learning “Advent Calendar” Day 4: k-Means in Excel
How to implement a training algorithm that finally looks like “real” machine learning The post The Machine Learning “Advent Calendar” Day 4: k-Means in Excel ap...
- · software
Build and Deploy Your First Supply Chain App in 20 Minutes
A factory operator that discovered happiness by switching from notebook to streamlit - Image Generated with GPT-5.1 by Samir Saci The post Build and Deploy Your...
- · it
Bootstrap a Data Lakehouse in an Afternoon
Using Apache Iceberg on AWS with Athena, Glue/Spark and DuckDB The post Bootstrap a Data Lakehouse in an Afternoon appeared first on Towards Data Science....
- · ai
The Best Data Scientists are Always Learning
Why continuous learning matters & how to come up with topics to study The post The Best Data Scientists are Always Learning appeared first on Towards Data Scien...
- · ai
The Architecture Behind Web Search in AI Chatbots
And what this means for generative engine optimization GEO The post The Architecture Behind Web Search in AI Chatbots appeared first on Towards Data Science....
- · ai
Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch
PyTorch Model Performance Analysis and Optimization — Part 11 The post Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampli...
- · ai
The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel
From local distance to global probability The post The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel appeared first on Towards Data Scienc...
- · ai
How to Turn Your LLM Prototype into a Production-Ready System
The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are plenty of viral LinkedIn posts about them, and they all s...
- · ai
Multi-Agent Arena: Insights from London Great Agent Hack 2025
What mattered: robust agents, glass-box reasoning, and red-team resilience The post Multi-Agent Arena: Insights from London Great Agent Hack 2025 appeared first...