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18 месяцев назад: "Обучение NeRF занимает 5 часов..."
2 месяца назад: «Обучение NeRF занимает 5 минут!»
Вчера: «Обучение NeRF занимает 5 секунд!!??»


Умелые инженеры из NVIDIA поженили мульти-скейл хеш таблицу, реализованную на CUDA, с методом NeRF.
Результат: трейн занимает несколько секунд, рендеринг новой сцены делают за десятки миллисекунд в разрешении 1920x1080 🤯.

Конечно, не все так просто. Препроцессинг требует получить позиции камер, используя SfM алгоритмы, например COLMAP, ну а это требует побольше чем пару секунд времени.

Сцена на видео выше тоже довольно громоздкая и тренировка метода заняла несколько минут.

Статья "Instant Neural Graphics Primitives with a Multiresolution Hash Encoding"
>> Pdf >> Project page >> Code



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18 месяцев назад: "Обучение NeRF занимает 5 часов..."
2 месяца назад: «Обучение NeRF занимает 5 минут!»
Вчера: «Обучение NeRF занимает 5 секунд!!??»


Умелые инженеры из NVIDIA поженили мульти-скейл хеш таблицу, реализованную на CUDA, с методом NeRF.
Результат: трейн занимает несколько секунд, рендеринг новой сцены делают за десятки миллисекунд в разрешении 1920x1080 🤯.

Конечно, не все так просто. Препроцессинг требует получить позиции камер, используя SfM алгоритмы, например COLMAP, ну а это требует побольше чем пару секунд времени.

Сцена на видео выше тоже довольно громоздкая и тренировка метода заняла несколько минут.

Статья "Instant Neural Graphics Primitives with a Multiresolution Hash Encoding"
>> Pdf >> Project page >> Code

BY эйай ньюз


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