Miguel Mendez 🌊
@mmeendez.bsky.social
⚽ Deep Learning at Statsbomb
🏠 http://miguel-mendez-ai.com
🏠 http://miguel-mendez-ai.com
Pinned
Miguel Mendez 🌊
@mmeendez.bsky.social
· Nov 19
Miguel Mendez | Personal Webpage
Miguel Mendez personal website. Posts about Machine Learning and Deep Learning.
miguel-mendez-ai.com
👋 First post here! I work as a Computer Vision Engineer at StatsBomb. I also maintain a personal blog where I occasionally share random things I find interesting:
miguel-mendez-ai.com
miguel-mendez-ai.com
I have been reviewing LLM alignment techniques recently and decided to summarize my thoughts in this post:
miguel-mendez-ai.com/2025/01/07/p...
miguel-mendez-ai.com/2025/01/07/p...
LLM Preference Alignment
This post covers LLM preference alignment, focusing on key techniques like PPO, DPO, and ORPO. Understand how large language models (LLMs) can be aligned with human preferences. Learn about the latest...
miguel-mendez-ai.com
January 10, 2025 at 10:03 AM
I have been reviewing LLM alignment techniques recently and decided to summarize my thoughts in this post:
miguel-mendez-ai.com/2025/01/07/p...
miguel-mendez-ai.com/2025/01/07/p...
We live in weird times... You can create a video from a text description, but it's almost impossible to render equations responsively on a web page
December 23, 2024 at 12:32 PM
We live in weird times... You can create a video from a text description, but it's almost impossible to render equations responsively on a web page
I’ve just published a new post where I explore the performance differences between CPU and GPU for image normalization in #PyTorch. Have you ever considered the importance of data types and data transfer between the CPU and GPU?
miguel-mendez-ai.com/2024/12/05/g...
miguel-mendez-ai.com/2024/12/05/g...
Comparing CPU vs GPU Performance in PyTorch
A profiling comparison between CPU and GPU performance when normalizing images in PyTorch. There are several factors to consider when optimizing preprocessing pipelines, such as data types, data trans...
miguel-mendez-ai.com
December 9, 2024 at 2:52 PM
I’ve just published a new post where I explore the performance differences between CPU and GPU for image normalization in #PyTorch. Have you ever considered the importance of data types and data transfer between the CPU and GPU?
miguel-mendez-ai.com/2024/12/05/g...
miguel-mendez-ai.com/2024/12/05/g...
Reposted by Miguel Mendez 🌊
November 27, 2024 at 2:54 AM
I wrote this short post one year ago explaining how we map player locations in sports videos using the Homography Matrix. It's super easy to read and provides a great intuition for how useful computer vision can be in sports analytics.
statsbomb.com/articles/foo...
statsbomb.com/articles/foo...
Creating Better Data: AI & Homography Estimation - Hudl Statsbomb | Data Champions
We use AI in our data collection process to maximise the quality of our data. Here we explain Homography Estimation and how we use it.
statsbomb.com
November 26, 2024 at 9:59 AM
I wrote this short post one year ago explaining how we map player locations in sports videos using the Homography Matrix. It's super easy to read and provides a great intuition for how useful computer vision can be in sports analytics.
statsbomb.com/articles/foo...
statsbomb.com/articles/foo...
Great read! It must have been a lot of fun collecting this ground truth data 🚋
blog.transitapp.com/go-undergrou...
blog.transitapp.com/go-undergrou...
No GPS required: our app can now locate underground trains
Bad service in the subway? Our offline motion detection shows where you are between stations, and reminds you when your stop’s up next
blog.transitapp.com
November 21, 2024 at 2:47 PM
Great read! It must have been a lot of fun collecting this ground truth data 🚋
blog.transitapp.com/go-undergrou...
blog.transitapp.com/go-undergrou...
This has been incredibly helpful to me!
The thingie that brings over your twitter followers worked jolly well for me. Very cool! I am following another 500 people now thanks to that…
chromewebstore.google.com/detail/sky-f...
chromewebstore.google.com/detail/sky-f...
Sky Follower Bridge - Chrome Web Store
Instantly find and follow the same users from your Twitter follows on Bluesky.
chromewebstore.google.com
November 19, 2024 at 9:30 PM
This has been incredibly helpful to me!
👋 First post here! I work as a Computer Vision Engineer at StatsBomb. I also maintain a personal blog where I occasionally share random things I find interesting:
miguel-mendez-ai.com
miguel-mendez-ai.com
Miguel Mendez | Personal Webpage
Miguel Mendez personal website. Posts about Machine Learning and Deep Learning.
miguel-mendez-ai.com
November 19, 2024 at 9:30 PM
👋 First post here! I work as a Computer Vision Engineer at StatsBomb. I also maintain a personal blog where I occasionally share random things I find interesting:
miguel-mendez-ai.com
miguel-mendez-ai.com