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AI Pipeline

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DataFunSummit
DataFunSummit
Feb 22, 2024 · Game Development

How Ubisoft Embraces Generative AI for 2D Image Generation in AAA Game Development

This article details Ubisoft China's strategy for integrating generative AI into AAA game production, covering the evolution of diffusion models, their impact on 2D concept art workflows, data collection and preparation, model fine‑tuning with proprietary tools, experimental results, and insights from a Q&A session with Development Director Alexis Rolland.

AI PipelineUbisoftconcept art
0 likes · 17 min read
How Ubisoft Embraces Generative AI for 2D Image Generation in AAA Game Development
Taobao Frontend Technology
Taobao Frontend Technology
Sep 23, 2021 · Artificial Intelligence

Build and Deploy ML Models with Pipcook 2.0 in Under 20 Seconds

Discover how Pipcook 2.0 dramatically speeds up machine‑learning workflows for web developers—cutting installation to under 20 seconds, enabling rapid model training, prediction, and deployment via concise JSON pipelines, with step‑by‑step guidance, code snippets, and practical examples for image and text classification.

AI PipelineModel DeploymentTensorFlow.js
0 likes · 12 min read
Build and Deploy ML Models with Pipcook 2.0 in Under 20 Seconds
DataFunSummit
DataFunSummit
Dec 1, 2020 · Artificial Intelligence

Building an AI Ecosystem with Flink: AI Flow Architecture, Components, and Applications

This article explains how Flink enables end‑to‑end AI workflows through the AI Flow platform, covering the Lambda architecture background, AI task pipeline stages, the reasons for choosing Flink, AI Flow’s graph model, core services, integration with ML pipelines, and real‑world advertising recommendation use cases.

AI FlowAI PipelineFlink
0 likes · 12 min read
Building an AI Ecosystem with Flink: AI Flow Architecture, Components, and Applications