Jun 6, 2026 · Artificial Intelligence

Master GPT‑Image‑2: Multi‑Round Iteration, Local Editing, Batch Generation, Reference Images

This guide explains how to unlock GPT‑Image‑2’s four advanced capabilities—multi‑round iteration, natural‑language local editing, multi‑image generation, and reference‑image mode—by showing concrete prompts, code snippets, best‑practice formulas, performance data, and common pitfalls to avoid.

GPT Image 2Prompt Engineeringbatch generation

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Master GPT‑Image‑2: Multi‑Round Iteration, Local Editing, Batch Generation, Reference Images

DataFunTalk

Jan 8, 2023 · Artificial Intelligence

Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Images

The paper introduces ABPN, an Adaptive Blend Pyramid Network that achieves precise, high‑quality skin retouching and garment wrinkle removal on 4K‑8K photos in real time by combining a context‑aware local retouching layer with a novel adaptive blend pyramid layer, addressing challenges of artifact‑free detail preservation and efficient high‑resolution processing.

Deep Learningadaptive blend pyramidcomputer vision

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Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Images