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Due to the transparent nature of our dataset, the quantity of training data highly depends on the format and specifications required from the models utilizing the dataset. We encourage communication to determine what delivery format best suits our client's needs.
This is the native format that our VFX dataset is distributed in. It includes an alpha channel, which acts as a transparent background. This means only the VFX is exclusively encoded in the video file, without the scene/background that it is within.
These are the largest file formats, ranging between 10MB to 2000MB per video.
Using the ProRes files ensures the best quality, with most files being encoded with 16-bit color precision.
These are the classical delivery format for AI video training data, and may better serve the requirements of the model.
With this delivery format, we will composite our dataset onto backgrounds that maximises the efficiency of training. Multiple environments can be used, drastically increasing the amount of possible training data.
Additionally, creative adjustments can be made on a case-by-case basis to even further increase the scale and diversity of the dataset. Coloring, scale, lighting, setting, occlusion and positioning all contribute to this direction.
Our efforts have been invested in understanding the next generation of video based AI training techniques, allowing our training data to be aligned with current training data standards.
We recommend consultation and communication beforehand to identify the required metadata and annotations, as well as the preferred format to be compatible with the model's training system.
We will be happy to process the data to meet the necessary requirements.
A suggestive list of training data can include:
Our efforts have been invested in understanding the next generation of video based AI training techniques, allowing our training data to be aligned with current training data standards.
We recommend consultation and communication beforehand to identify the required metadata and annotations, as well as the preferred format to be compatible with the model's training system.
We will be happy to process the data to meet the necessary requirements.
A suggestive list of training data can include:
You may download a sample of 11 of our VFX data assets from the link below.
For questions and enquiries, please reach out to
david@productioncrate.com
We are excited to hear from you!