Systems and methods of machine vision assisted additive fabrication
The present application relates generally to systems and methods for using machine vision to provide information on one or more aspects of an additive fabrication device, such as calibration parameters and/or an object formed by the device or in the process of being formed by the device. According to some aspects, a method is provided for calibrating an additive fabrication device. According to some aspects, a method is provided for assessing at least a portion of an object formed using an additive fabrication device. According to some aspects, a method is provided for fabricating a second object in contact with a first object using an additive fabrication device. According to some aspects, an additive fabrication device configured to perform one or more of the above methods may be provided.
1. A method for additive fabrication comprising:
forming at least a portion of an object on a build platform via additive fabrication;
scanning a surface region of the at least a portion of the object with an imaging device, including determining a depth map of the surface region of the at least a portion of the object;
computing characteristics of a second portion of the object based at least in part on the depth map of the surface region of the at least a portion of the object, wherein the computed characteristics represent an extent in two spatial dimensions and a varying thickness in a third spatial dimension within the extent of the second portion; and
forming the second portion of the object via additive fabrication in contact with the at least a portion according to the computed characteristics;
wherein forming the second portion via additive fabrication includes depositing one or more layers including at least one layer with varying thickness to yield the varying thickness of the second portion.
2. The method of claim 1
wherein the scanning comprises:
capturing a first image of the surface region of the at least a portion of the object with the imaging device; and
capturing a second image of the surface region of the at least a portion of the object with the imaging device; and
wherein determining the depth map of the surface region of the at least a portion of the object is based at least in part on the first and second images.
3. The method of claim 2 , wherein the surface region of the at least a portion of the object is a portion of an uppermost surface of the at least a portion of the object.
4. The method of claim 2 , further comprising determining a binary mask corresponding to the surface region.
5. The method of claim 2 , wherein a value of at least a first pixel of the first image is indicative of a relative phase of two electromagnetic waves.
6. The method of claim 2 , further comprising:
obtaining a three-dimensional model representing the object; and
determining a tolerance of the formed at least a portion of the object by comparing the depth map with the three-dimensional model.
7. The method of claim 2 , wherein the first image is captured when the surface region of the at least a portion of the object is a first distance from the imaging device and the second image captured when the surface region of the at least a portion of the object is a second distance from the imaging device, different from the first distance, and wherein the first and second distance have a difference between 1 μm and 10 μm.
8. The method of claim 2 , wherein the first image is captured when the surface region of the at least a portion of the object is a first distance from the imaging device and the second image captured when the surface region of the at least a portion of the object is a second distance from the imaging device, different from the first distance, and wherein the first and second distance have a difference of approximately 2 μm.
9. The method of claim 2 , wherein at least the first and second images are captured via a low coherence interferometry technique.
10. The method of claim 1 , further comprising determining a depth map of a surface region of the second portion of the object, wherein the depth map of the surface region of the second portion of the object exhibits a smaller depth variation than a depth variation of the depth map of the surface region of the first portion of the object.
11. The method of claim 1 , wherein the imaging device comprises an optical coherence tomography scanner.
12. The method of claim 1
wherein the scanning comprises:
capturing a first image of the surface region of the at least a portion of the object with the imaging device at a first wavelength of light; and
capturing a second image of the surface region of the at least a portion of the object with the imaging device at a second wavelength of light, different from the first wavelength of light; and
wherein determining the depth map of the surface region of the at least a portion of the object is based at least in part on the first and second images.
13. The method of claim 12 , wherein a value of at least a first pixel of the first image is indicative of a relative phase of two electromagnetic waves.
14. The method of claim 1 wherein computing characteristics of the second portion includes determining discrepancies between an expected depth map and the first depth map, and determining the varying thickness according to the determined discrepancies.
15. A method for additive fabrication comprising:
forming at least a portion of an object on a build platform via additive fabrication;
scanning a surface region of the at least a portion of the object with an imaging device, including determining a depth map of the surface region of the at least a portion of the object;
computing characteristics of a second portion of the object based at least in part on the depth map of the surface region of the at least a portion of the object, wherein the computed characteristics represent an extent in two spatial dimensions and a varying thickness in a third spatial dimension within the extent of the second portion; and
forming the second portion of the object via additive fabrication in contact with the at least a portion according to the computed characteristics;
wherein forming the second portion via additive fabrication includes depositing at least one layer via a drop-on-demand printhead, including varying at least one of drop size, and velocity during the depositing of the at least one layer yielding a varying thickness of the at least one layer.
16. A method for additive fabrication using a device comprising a build platform and an imaging device, the method comprising:
forming at least a portion of an object via additive fabrication;
scanning a surface region of the at least a portion of the object with the imaging device;
determining a depth map of a surface region of the at least a portion of the object; and
forming a second portion of the object in contact with the at least a portion, said forming based at least in part on the determined depth map of the surface region of the at least a portion of the object;
wherein forming the second portion comprises forming one or more correction layers determined by comparing the depth map with an expected depth of the surface region, at least one of the one or more correction layers having a varying thickness determined from a result of the comparing of the depth map with the expected depth.