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Emu Edit
Overview
Emu Edit is a highly advanced AI tool designed for precise image editing through recognition and generation tasks. Developed by AI at Meta, Emu Edit sets a new standard for instruction-based image editing, offering state-of-the-art performance.
The tool employs a multi-task learning architecture that has been adapted and trained on a wide range of tasks, including region-based editing, free-form editing, detection, and segmentation, all framed as generative tasks.One of the key features of Emu Edit is its ability to handle various image editing tasks effectively.
To achieve this, the tool utilizes learned task embeddings, which guide the generation process towards the correct generative task. This approach significantly enhances the model's accuracy in executing editing instructions.Emu Edit also demonstrates impressive few-shot learning capabilities, allowing it to adapt swiftly to previously unseen tasks through task inversion.
By freezing the model weights and solely updating a task embedding to fit the new task, the tool showcases its adaptability, making it advantageous in scenarios with limited labeled examples or low computational budget.To support rigorous evaluation of instruction-based image editing models, Emu Edit provides a benchmark dataset that includes seven different image editing tasks, such as background alteration, style alteration, and object addition/removal.
The benchmark dataset allows fair comparison with Emu Edit's generations and enables informed assessment of the tool's performance.Emu Edit is a cutting-edge tool for professionals seeking precise image editing capabilities, leveraging the power of AI and multi-task learning to deliver exceptional results.
Releases
Top alternatives
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34,041268Released 3y agoFree + from $3Tim Patrie🙏 11 karmaNov 17, 2023Will not let you test on a HD picture without paying. I found a lot of these "programs" do a poor job and I am tired of paying for a test. Maybe offer 1 HD picture, but crop it (user crop)?
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33,016149Released 2y ago100% Free
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Transform your images with AI — effortlessly enhance, edit, or reimagine any picture using advanced image-to-image generation. Perfect for creatives, designers, and anyone looking to bring visual ideas to life.Open29,58712,69313,984Released 6mo ago100% FreeNot at all accurate…. The only thing similar between original and generated images were the clothes and accessories… face was absolutely new and unconnected. -
26,268220v1.2.8 released 11mo agoFree + from $2.15
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23,928259Released 5y agoFree + from $53.91/yr
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23,929160v1 released 3y agoFree + from $3.99/mo
