CarConsistency is the first model in this series. The goal of this model is to directly generate a highly consistent video of a vehicle(If the image input is a F1 car, the prompt should change from The car to The F1 car) from an input image (preferably on a white background) and a prompt (e.g., "the car is speeding on the moon/water/ice field,floating in the space..."). From the dozen or so images I've personally tested, CarConsistency can maintain a high degree of vehicle consistency, preserving details like the advertisements on a Ferrari SF25 race car, the Chinese characters on the license plates of an SU7 Ultra and a Fang Cheng Bao SUV, and the decorative patterns on the vehicles. Using the 'lightning-low' model for generation results in faster speed and more consistent quality.