Abstract:
A method, a computerized apparatus and a computer program product for adaptive learning for image classification. The method comprises applying a set of classification models on a calibration dataset and on a production dataset, and calculating disagreement measurements over the predictions thereof on each dataset. Based on similarity measurement between the disagreement measurement of the calibration and the production datasets, being below a predetermined threshold, a data drift is indicated in the production dataset. The method further comprises determining a training dataset for training a classification model for the production dataset. The training dataset is selected over a plurality of sets of images ordered according to time intervals in which images therein are obtained. The selection is performed based on weights determined for the plurality of sets.
Abstract:
An apparatus for material deposition on an acceptor surface includes a transparent donor substrate having opposing first and second surfaces, and a donor film on the second surface. The apparatus additionally includes an optical assembly, which is configured to direct a beam of radiation to pass through the first surface of the donor substrate and impinge on the donor film at a location on the second surface so as to induce ejection of droplets of molten material from the donor film at an angle that is not normal to the second surface at the location onto the acceptor surface.
Abstract:
A method for manufacturing includes coating a substrate (22) with a matrix (28) containing a material to be patterned on the substrate. A pattern (42) is fixed in the matrix by directing an energy beam to impinge on the coated substrate so as to fix the pattern in the matrix without fully sintering the pattern. The matrix remaining on the substrate outside the fixed pattern is removed, and after removing the matrix, the material in the pattern is sintered.
Abstract:
A method for 3D printing includes printing a first metallic material on a substrate as a support structure (48). A second metallic material, which is less anodic than the first metallic material, is printed on the substrate as a target structure (46), in contact with the support structure. The support structure is chemically removed from the target structure by applying a galvanic effect to selectively corrode the first metallic material.
Abstract:
An optical inspection system including a first multiplicity of cameras operative to image a second multiplicity of regions on an object, a third multiplicity of illumination sources and at least one illumination manager operative to combine illumination from the third multiplicity of illumination sources and thereafter to direct illumination therefrom to the second multiplicity of regions, the at least one illumination manager including a beam distributor receiving a composite input beam of a multiplicity of non-mutually coherent, spatially concentrated laser pulses and directing a multiplicity of composite output beams of a plurality of the non-mutually coherent, spatially concentrated laser pulses to a corresponding plurality of spatially distinct locations corresponding to the second multiplicity of regions.
Abstract:
An inspection system includes a CMOS integrated circuit having integrally formed thereon an at least two dimensional array of photosensors and providing an inspection output representing an object to be inspected. A defect analyzer is operative to receive the inspection output and to provide a defect report.
Abstract:
Optical apparatus includes a mount, which holds a workpiece. An array of optical heads project respective patterns of radiation onto the workpiece. A calibration assembly captures images of the respective patterns. A motion assembly, on which the calibration assembly is mounted, transports the calibration assembly among a plurality of different positions between the array of the optical heads and the mount so as to intercept and image, at each of the different positions, a respective pattern projected by a different one of the optical heads. A processor processes the images captured by the calibration assembly at the different positions so as to monitor operation of the apparatus.
Abstract:
A method for fabricating a semiconductor device includes providing a layer of a semiconductor material on at least a portion of a surface of a substrate, and forming along the surface a capillary structure, which is in communication with the semiconductor material but is at least partially empty of the semiconductor material. The semiconductor material is heated, so as to cause the semiconductor material to melt and flow into the capillary structure. Upon allowing the semiconductor material to cool, a crystal is seeded in the capillary structure and spreads from the capillary structure through an area of the semiconductor material.
Abstract:
A system and method for selectable area laser treatment of a substrate, such as thin film transistors, the system including a holder holding a substrate in proximity to reactant, and laser beams each addressing independently selectable mutually set apart locations on the substrate to induce a reaction between the substrate and the reactant.
Abstract:
A system for delivering energy to a substrate including a dynamically directable source of radiant energy providing a plurality of beams of radiation, each propagating in a dynamically selectable direction. Independently positionable beam steering elements in a plurality of beam steering elements are operative to receive the beams and direct them to selectable locations on the substrate.