Jacob Solawetz – Medium

Jacob Solawetz

How to Stand Up FastAPI on Lambda with Docker

Many of us enjoy FastAPI, many of us enjoy Lambda, and even more of us enjoy Docker. If you also enjoy all of those things and you want to…

Aug 9, 2023

How to Stand Up FastAPI on Lambda with Docker

Aug 9, 2023

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TDS Archive

How to Train YOLOX On a Custom Dataset

The YOLO family continues to grow with the next model: YOLOX. In this post, we will walk through how you can train YOLOX to recognize…

Aug 2, 2021

How to Train YOLOX On a Custom Dataset

Aug 2, 2021

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Liquid Neural Networks in Computer Vision

In this post, we will discuss the new liquid neural networks and what they might mean for the vision field.

Feb 12, 2021

Liquid Neural Networks in Computer Vision

Feb 12, 2021

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How to Try CLIP: OpenAI’s Zero-Shot Image Classifier

Earlier this week, OpenAI dropped a bomb on the computer vision world: two new groundbreaking models that hint at what’s to come as…

Jan 8, 2021

How to Try CLIP: OpenAI’s Zero-Shot Image Classifier

Jan 8, 2021

Published in
TDS Archive

An Overview of Natural Language Processing

Practical approaches to processing text with deep learning, explained.

Jan 6, 2021

An Overview of Natural Language Processing

Jan 6, 2021

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TDS Archive

How to Train Scaled-YOLOv4 to Detect Custom Objects

Object detection technology advances with the release of Scaled-YOLOv4. This blog is written to help you apply Scaled-YOLOv4 to your…

Dec 15, 2020

How to Train Scaled-YOLOv4 to Detect Custom Objects

Dec 15, 2020

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YOLOv4 — Ten Tactics to Build a Better Model

The YOLO v4 model is currently one of the best architectures to use to train a custom object detector, and the capabilities of the Darknet…

Nov 13, 2020

YOLOv4 — Ten Tactics to Build a Better Model

Nov 13, 2020

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What is a Label Map?

In this post, we will demystify the label map by discussing the role that it plays in the computer vision annotation process. Then we will…

Oct 2, 2020

What is a Label Map?

Oct 2, 2020

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TDS Archive

Tackling the Small Object Problem in Object Detection

Detecting small objects is one of the most challenging and important problems in computer vision. In this post, we will discuss some of…

Aug 25, 2020

Tackling the Small Object Problem in Object Detection

Aug 25, 2020

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TDS Archive

PP-YOLO Surpasses YOLOv4 — Object Detection Advances

Baidu publishes PP-YOLO and pushes the state of the art in object detection research by building on top of YOLOv3, the PaddlePaddle deep…

Aug 4, 2020

PP-YOLO Surpasses YOLOv4 — Object Detection Advances

Aug 4, 2020

Jacob Solawetz

Jacob Solawetz

Machine Learning @ Roboflow — building tools and artifacts like this one to help practitioners solve computer vision.

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