Abstract: Disclosed are various approaches for automatically assigning weights to vertices of a skin or mesh that control how said vertices in the 3D model move under the influence of skeletal rotation and translation. A computing device can receive a first model weightings matrix. Next, the computing device can include adjusting the number of rows in the first model weightings matrix to generate an adjusted model weightings matrix with a number of rows that matches an input number of rows for a machine-learning model, each row in the adjusted model weightings matrix representing a vertex of a mesh applied to a three-dimensional model. Then, the computing device can apply the machine learning model to the adjusted model weightings matrix, to generate an output polygonal mesh model weightings matrix.

Abstract: The present invention relates to a post support device (1) for a post (10) adapted to be inserted substantially vertically in the ground. The post (10) has a top end (10A) and a bottom end (10B). The support device comprises a support member (2,3) adapted to engage the post below ground level at a point remote from the post bottom end, and at least two pairs of fins (2A,2B; 3A,3B), each pair of which extend from and form a triangulated structure with the support member and/or post. In use, with the post with the support device attached thereto is inserted substantially vertically in the ground, and the fins provide lateral resistance to prevent the post from displacing the soil and tilting towards the horizontal.

Abstract: The present invention relates to a post support device (1) for a (post 10) adapted to be inserted substantially vertical in the ground. The post (10) has a top end (10A) and a bottom end (10B). The support device comprises a support member (2,3) adapted to engage the post below ground level at a point remote from the post bottom end, and at least two pairs of fins (2A,2B 3A,3B) each pair of which extend from and form a triangulated structure with the support member and/or post. In use, with the post with the support device inserted substantially vertical in the ground, the fins providing lateral resistance against the material in the ground to prevent the post from displacing the soil and tilting towards the horizontal.