Canonical: https://instain.ru/en/ai/scenario/ Language: en Scenario Creative Platform # Scenario. Model training on references and series generation 4.33 / 5 [Directory score](https://instain.ru/en/ai/scenario/#editorial-rating) [Official website ](https://www.scenario.com/) Platform for serial generation of assemblies. You can use references, train your model and repeat the stages of work. ![Scenario, a page of the generation and learning platform on references.](https://instain.ru/assets/images/scenario-screen-4e5e92bedba9-1200.webp) The page of the platform of generation and training on references. [Open the source ](https://www.scenario.com/) ## When you need your references Scenario combines the generation of assets, work with references and training of user models. For a one-time picture, it is enough to check how the selected model uses the sample. For a series in one style, it can be useful to train a separate model on agreed materials. The selection should show the desired style and do not contain random details that should not go into the result. The documentation describes different ways of learning, including LoRA for visual tasks. The input data and requirements depend on the method. Prepare several test tasks that do not literally repeat the original pictures. ## Check on a series of items For example, for the game you need illustrations of tools in one design. Collect your approved samples, disassemble them by topic and remove pictures with unwanted signatures. After training, try to create a new subject that was not in the set. Check the thickness of the lines, palette and readability of the silhouette when reduced. If the model transfers a repeating background to each item, correct the set and compare the new series with the original sample. Do not consider the visual similarity as a confirmation of the rights to use. ## Access and Computing In Scenario, you can choose a general or your own model, and some tasks can be automated through the API. Before training and a long series, check the calculation cost for the current plan conditions. If the materials belong to the customer, specify whether it is possible to upload them to the platform and use them for training. ## Suitable tasks - Prepare a series of illustrations in one style - Train the model on permitted materials Features ## Strengths - User training and managed references - There is a documented API for generation Things to consider ## Limitations - The result may deviate from the sample - Training requires rights. ## Selection and conditions Free access Not confirmed Trial period Not confirmed No sign-up required Not confirmed Russian interface Not confirmed Local installation Not confirmed API Yes “Not confirmed” means there is not enough information. The feature may still be available; check the developer’s terms. Input formats Image, Text Result Image ### Terms Scenario works through an account. You can choose your own trained models. From task to first result ## Practical example Task Prepare a series of illustrations in one style What to prepare Selection of your own approved style samples. ### Task brief or prompt Train the model on samples and create an item that was not in the collection. ### Expected result A series of pictures to compare the design. ### How to check the result - Check the shape and palette. - Mark the random transfer of the background. An editorial teaching example of a task brief, not the result of hands-on testing of the service. Check that the required mode is available, that you have rights to the source material and that the intended use of the result is permitted. Check details ## Official sources - [Scenario Platform ](https://www.scenario.com/) - [Model training at Scenario ](https://help.scenario.com/articles/5151772792-basics-of-model-training) - [Plans and computational limits ](https://www.scenario.com/pricing) - [Documentation API Scenario ](https://docs.scenario.com/) This description is based on the developer’s material. Features, prices and availability may change; check the primary source before use. About the tool Developer Scenario Category [Images](https://instain.ru/en/category/images/) Access Scenario works through an account. You can choose your own trained models. Payment The cost depends on the plan and computational operations. The cost of training and generation is specified separately. API Yes, from the developer [Developer terms ](https://www.scenario.com/pricing) Directory score 4.33 / 5 Features 4.40 / 5 Workflows 4.30 / 5 Ecosystem 4.20 / 5 Documentation 4.40 / 5 Scores are an editorial guide to the directory. They are not user reviews or the results of personal testing. [See the methodology ](https://instain.ru/en/methodology/)