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Game Advertising

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May 6, 2026 · Artificial Intelligence

How JoyCastle Accelerated a 100k+ Ad Asset Library with Amazon Nova Multimodal Embeddings

JoyCastle faced a growing ad‑asset library that slowed creative production, so it built an AI‑powered management system using Amazon Nova Multimodal Embeddings, achieving unified semantic search, automatic video segmentation, 96.7% recall and a 73.3% top‑2 precision while reducing manual labeling effort.

AWSAmazon NovaAsset Management

0 likes · 13 min read

How JoyCastle Accelerated a 100k+ Ad Asset Library with Amazon Nova Multimodal Embeddings

37 Interactive Technology Team

Dec 13, 2018 · Artificial Intelligence

A 2‑Channel CNN Method for Automatic Game Asset Tag Generation and Similarity Recommendation

The paper introduces an improved two‑channel CNN, built on a shared VGG16 backbone and a hinge‑loss metric, to automatically generate numeric tags for game advertising assets by learning content and style similarity, achieving over 97% test accuracy and enabling efficient ad placement and asset management.

2-channel networkCNNDeep Learning

0 likes · 14 min read

A 2‑Channel CNN Method for Automatic Game Asset Tag Generation and Similarity Recommendation