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Jacob Marks, Ph.D.
Jacob Marks, Ph.D.

6.6K Followers

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Published in

Towards Data Science

·Pinned

What I Learned Pushing Prompt Engineering to the Limit

I spent the past two months building a large-language-model (LLM) powered application. It was an exciting, intellectually stimulating, and at times frustrating experience. My entire conception of prompt engineering — and of what is possible with LLMs — changed over the course of the project. I’d love to share with…

Artificial Intelligence

10 min read

What I Learned Pushing Prompt Engineering to the Limit
What I Learned Pushing Prompt Engineering to the Limit
Artificial Intelligence

10 min read


Published in

Towards Data Science

·Pinned

AI Telephone — A Battle of Multimodal Models

DALL-E2, Stable Diffusion, BLIP, and more! — Generative AI is on fire right now. The past few months especially have seen an explosion in multimodal machine learning — AI that connects concepts across different “modalities” such as text, images, and audio. As an example, Midjourney is a multimodal text-to-image model, because it takes in natural language, and…

Artificial Intelligence

14 min read

AI Telephone — A Battle of Multimodal Models
AI Telephone — A Battle of Multimodal Models
Artificial Intelligence

14 min read


Published in

Voxel51

·Pinned

VoxelGPT: Your AI Assistant for Computer Vision

Want to surface interesting insights about your image and video datasets without writing code? Now you can with VoxelGPT! VoxelGPT combines the power of large language models (LLMs) with FiftyOne ‘s flexible computer vision query language, making it easier than ever to semantically slice computer vision datasets and build better…

Computer Vision

9 min read

VoxelGPT: Your AI Assistant for Computer Vision
VoxelGPT: Your AI Assistant for Computer Vision
Computer Vision

9 min read


Published in

Towards Data Science

·Pinned

How I Turned My Company’s Docs into a Searchable Database with OpenAI

And how you can do the same with your docs — For the past six months, I’ve been working at series A startup Voxel51, a and creator of the open source computer vision toolkit FiftyOne. As a machine learning engineer and developer evangelist, my job is to listen to our open source community and bring them what they need — new…

OpenAI

15 min read

How I Turned My Company’s Docs into a Searchable Database with OpenAI
How I Turned My Company’s Docs into a Searchable Database with OpenAI
OpenAI

15 min read


Published in

Voxel51

·3 days ago

Zero-shot Prediction Plugin for FiftyOne

Pre-label your computer vision data with CLIP, SAM, and other zero-shot models! Welcome to week six of Ten Weeks of Plugins. During these ten weeks, we will be building a FiftyOne Plugin (or multiple!) each week and sharing the lessons learned! If you’re new to them, FiftyOne Plugins provide a flexible mechanism for anyone to extend the functionality of their FiftyOne App…

Computer Vision

8 min read

Zero-shot Prediction Plugin for FiftyOne
Zero-shot Prediction Plugin for FiftyOne
Computer Vision

8 min read


Published in

Voxel51

·4 days ago

ICCV 2023 Survival Guide: 10 Papers You Won’t Want to Miss

10 Computer Vision Papers You Won’t Want to Miss The annual IEEE/CVF International Conference on Computer Vision (ICCV) is just a week away! The Conference, which is set to take place on October 4th-6th in Paris, France, is shaping up to be something special. Ah, Paris! The city of love, croissants, and-perhaps romantic strolls along the Seine with fervent…

Computer Vision

14 min read

ICCV 2023 Survival Guide: 10 Papers You Won’t Want to Miss
ICCV 2023 Survival Guide: 10 Papers You Won’t Want to Miss
Computer Vision

14 min read


Published in

Level Up Coding

·5 days ago

Badger: Custom Badges Made Easy

Create and Manage Your Badges from the Command Line Back in June, inspired by paperswithcode.com my team and I created PapersWithData to emphasize the role that data plays in pushing the boundaries in machine learning and computer vision. …

Data Science

7 min read

Badger: Custom Badges Made Easy
Badger: Custom Badges Made Easy
Data Science

7 min read


Published in

Voxel51

·Sep 21

Optical Character Recognition with PyTesseract

Parse PDFs and filter by contents in FiftyOne Welcome to week five of Ten Weeks of Plugins. During these ten weeks, we will be building a FiftyOne Plugin (or multiple!) each week and sharing the lessons learned! If you’re new to them, FiftyOne Plugins provide a flexible mechanism for anyone to extend the functionality of the FiftyOne computer…

Computer Vision

10 min read

Optical Character Recognition with PyTesseract
Optical Character Recognition with PyTesseract
Computer Vision

10 min read


Published in

Voxel51

·Sep 18

CaFFe: Calving Fronts and Where to Find Them

Calving might be the most important natural phenomenon you’ve never heard of. It may sound like an exercise you missed on leg day, but don’t let the unassuming moniker deceive you. It’s a glacial process, yet it is anything but slow! …

Computer Vision

9 min read

CaFFe: Calving Fronts and Where to Find Them
CaFFe: Calving Fronts and Where to Find Them
Computer Vision

9 min read


Published in

Voxel51

·Sep 14

Double Trouble: Eliminate Image Duplicates with FiftyOne

Find Exact and Approximate Duplicate Images with This Plugin Welcome to week four of Ten Weeks of Plugins. During these ten weeks, we will be building a FiftyOne Plugin (or multiple!) each week and sharing the lessons learned! If you’re new to them, FiftyOne Plugins provide a flexible mechanism for anyone to extend the functionality of their FiftyOne App…

Data Science

7 min read

Double Trouble: Eliminate Image Duplicates with FiftyOne
Double Trouble: Eliminate Image Duplicates with FiftyOne
Data Science

7 min read

Jacob Marks, Ph.D.

Jacob Marks, Ph.D.

6.6K Followers

AI & ML @ Voxel51 | Formerly Google X, Wolfram Research | Stanford PhD | Open Source Enthusiast | Open to Collaboration https://www.linkedin.com/in/jacob-marks

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