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How Wayfair accelerated product tagging automation with Snorkel Flow

Snorkel AI

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

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How Wayfair accelerated product tagging automation with Snorkel Flow

Snorkel AI

Wayfair relies on machine learning (ML) and product tagging to ensure customer searches result in relevant products. Tagging information like color, style, and pattern can make all the difference in a customer finding the right product at the right time. blue outdoor pillows”), they rely on product tags (e.g.

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Meet JoyTag: An Inclusive Image Tagging AI Model with Joyful Vision Model

Marktechpost

JoyTag has emerged, designing tag images with a focus on gender positivity and inclusivity. JoyTag is superior to its counterparts due to its multi-label classification as its target task, 5000 unique tags, utilization of the Danbooru tagging schema, and extension of its application across various image types.

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Security AI and automation are key in protecting against costly data breaches for retailers and consumer goods businesses

IBM Journey to AI blog

But this growth in digital sales can come with a hefty price tag for retailers and consumer goods businesses: a much greater risk of data breaches. But there’s good news: by modernizing their cybersecurity strategy with automation and AI technologies , businesses can help reduce costs and minimize time to identify and contain breaches.

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How Wayfair built better, faster catalog tagging with Snorkel Flow

Snorkel AI

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

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How Wayfair built better, faster catalog tagging with Snorkel Flow

Snorkel AI

What are product tags? We use product tags to organize and store descriptive information about our products. These tags capture specific attributes of each product, such as its color, design, and pattern, in a structured manner. Examples of theme-related tags include “Outer Space Rug,” “Bird Decorative Object,” etc.

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Journey using CVAT semi-automatic annotation with a partially trained model to tag additional…

Mlearning.ai

The UI of MakeSense The problem of such is the tons of clicks required to tag the whole dataset, while this platform also include an AI assited tagging, you can either use a model on roboflow, or provide your own model (which required a Tensorflow.js I am using NodeJS instead in this, and running axios as network request package.