Canonical: https://instain.ru/en/ai/nerfstudio/ Language: en Nerfstudio Project framework # Nerfstudio. Train NeRFs and inspect three-dimensional scenes 4.35 / 5 [Directory score](https://instain.ru/en/ai/nerfstudio/#editorial-rating) [Official website ](https://docs.nerf.studio/) A framework for training and viewing radiance fields, with multiple reconstruction methods and support for custom data. ![Nerfstudio. Official Nerfstudio documentation with training and export sections.](https://instain.ru/assets/images/nerfstudio-screen-e21a159c6db4-1200.webp) Official Nerfstudio documentation with training and export sections. [Open the source ](https://docs.nerf.studio/) ## From photographs to an experiment Nerfstudio combines data preparation, training, viewing and exporting for several ways to restore a scene. The project is convenient if you need to change the parameters and compare the results on the same input data. Different methods have their own requirements for memory and result format. For the first run, it is easier to take a small set of pictures and check that the tool has correctly understood the camera positions. The error here is reflected in all the next steps. ## A shelf as a test scene Take a series of photos of your own shelf in constant light. Shoot with the overlap, but change the angle so that the frames show the volume. Leave a few pictures outside of training. After starting, open the viewer and compare the angles with the control photos. Check the corners of the shelf, the boundaries of the books and the handle of the neighboring box. They'll show you where the detail disappeared before it was on a large surface. Compare the two methods and change one condition. If you replace settings, frames and resolution at the same time, it is difficult to understand where the differences came from. ## Make the experiment reproducible Keep a list of input files, method name and parameters along with the result. Check whether you need a video span, a field of radiation for viewing or the geometry with which they will continue to work in another application. The Nerfstudio documentation highlights the export of geometry separately. Before a big series, check the entire cycle on one stage and evaluate the training time on your equipment. ## Suitable tasks - Train the scene on your recruitment - Compare the results of different methods on the same angles Features ## Strengths - Preparation of own data - View the result and choose methods Things to consider ## Limitations - Installation requires setting up a computing environment - The set of frames affects the view outside the shooting zone ## Selection and conditions Free access Yes Trial period Not confirmed No sign-up required Not confirmed Russian interface Not confirmed Local installation Yes API Not confirmed “Not confirmed” means there is not enough information. The feature may still be available; check the developer’s terms. Input formats Image Result 3D scene ### Terms Documentation describes installation, data uploading and local training. The requirements for the environment depend on the chosen method. From task to first result ## Practical example Task Train the scene on your recruitment What to prepare His consecutive photos of one static scene, shot with overlapping angles. ### Task brief or prompt Restore the scene from photos and view it from a new perspective. Leave some of the original species for comparison. ### Expected result A scene that can be viewed in the viewer. ### How to check the result - Compare a few angles with the control images. - Mark gaps, transparent areas and edges outside the shooting area. 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 - [Nerfstudio Management ](https://docs.nerf.studio/) - [Source code and installation of Nerfstudio ](https://github.com/nerfstudio-project/nerfstudio) 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 Nerfstudio Project Category [Images](https://instain.ru/en/category/images/) Access Documentation describes installation, data uploading and local training. The requirements for the environment depend on the chosen method. Payment Repository and documentation are available without purchase. When running on leased calculations, the cost depends on the site. API No separate API specified [Developer terms ](https://github.com/nerfstudio-project/nerfstudio) Directory score 4.35 / 5 Features 4.50 / 5 Workflows 4.00 / 5 Ecosystem 4.40 / 5 Documentation 4.50 / 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/) Keep exploring ## For similar tasks [Full category ](https://instain.ru/en/category/images/) Images ### [NVIDIA Instant NGP](https://instain.ru/en/ai/instant-ngp/) Fast training of neural scenes from camera views 4.20 / 5 framework Similar tasks; compare terms, formats and limitations Images ### [Polycam](https://instain.ru/en/ai/polycam/) Digitize objects and spaces from photographs 4.45 / 5 service Other result format: 3D model Images ### [Jawset Postshot](https://instain.ru/en/ai/jawset-postshot/) Reconstruct a scene locally from footage 4.30 / 5 editor Other result format: Video