Method and apparatus are disclosed for inter-vehicle cooperation for vehicle self height estimation. An example vehicle includes an inter-vehicle communication module and a body control module. The body control module broadcasts a request for images via the inter-vehicle communication module. The body control module also performs semantic segmentation on the images, generates a composite image of the vehicle based on the segmented images, and generates a three dimensional representation of the vehicle based on the composite image. Using the three dimensional representation, the body control module determines a height of the vehicle, and based on the height, controls the vehicle to avoid obstacles.