An improved machine learning system is provided. For example, a content management server may provide a digital assessment of a user's handwriting to assess the user's knowledge of a language. The assessment may comprise adaptive technology to help determine initial questions to provide to the user as well as follow-up questions to clarify appropriate remediation content in a particular context. The content management server may also provide real-time analysis, including assessing multiple users at the same time in adjusting the assessment based on the digital input from each of these users. In some examples, the content management server may incorporate handwriting analysis methods to perform object detection and score handwriting input.

An improved machine learning system is provided. For example, a content management server may provide real-time analysis of a user's handwriting to assess the user's knowledge of a language, including using a convolution neural network method.

An improved machine learning system is provided. For example, a content management server may provide real-time analysis of a user's handwriting to assess the user's knowledge of a language, including using a convolution neural network method.

The present invention describes devices and methods for assisting in the education of individuals, particularly the education of children. The present invention brings provides technological interventions with information about the child's eye-gaze location, gesture activity, emotional expression or other inputs. The disclosure further seeks to enhance learning by mimicking, for example, the parent's output of activities of physical gesture and of directed eye gaze or joint attention to enhance the child's learning experience. The present invention includes responds to input, either from the user, other indivduals, or information stored in memory. The present invention then processes, via a processor and associated memory, the inputs according to one or more computer program modules. Based on the input and computer program module(s), the present invention then processes an output, of various forms, to the user.

One or more transparent or translucent sheets of cellophane are folded and cuts are made to create symmetric patterns and designs. The cellophane creates diffraction, refraction, interference, and reflection pattern of light that become strikingly visible when viewed under polarized light. The cellophane patterns and designs are placed on top of one another such that the holes in the overlapping sheets cause a variation in the path of light traveling through the layers of the cellophane, creating beautiful and varied optical patterns of light that change with the placement of the layers of cellophane and with variation of the angle of polarized light for a kaleidoscope effect. The cellophane is viewed against the backdrop of a blue sky to provide a source of polarized light. Placing the cellophane on glossy black cardboard brings out the prismatic colors created by light refraction and reflection.

One or more transparent or translucent sheets of cellophane are folded and cuts are made to create symmetric patterns and designs. The cellophane creates diffraction, refraction, interference, and reflection pattern of light that become strikingly visible when viewed under polarized light. The cellophane patterns and designs are placed on top of one another such that the holes in the overlapping sheets cause a variation in the path of light traveling through the layers of the cellophane, creating beautiful and varied optical patterns of light that change with the placement of the layers of cellophane and with variation of the angle of polarized light for a kaleidoscope effect. The cellophane is viewed against the backdrop of a blue sky to provide a source of polarized light. Placing the cellophane on glossy black cardboard brings out the prismatic colors created by light refraction and reflection.

There is provided an image display device including a display control unit having a display combining unit that displays one or a plurality of pathological index cursors based on information relating to a pathological slide image.

Activity surface detection, display, and enhancement implementations are described. In an example implementation, a method determines, using a processor of a computing device, a traceable image and presenting the traceable image in an interface on a display of the computing device; captures, using a video capture device coupled to the computing device, a video stream of a physical activity surface proximate to the computing device; and displays, on the display of the computing device, the captured video stream overlaid with the traceable image in the interface.

Systems and methods for providing instructional guidance relating to an instructive writing instrument are provided. For instance, a first visual contextual signal instructing a user to actuate an instructive writing instrument in a first direction can be provided based at least in part on a model object. The model object can correspond to an object to be rendered on a writing surface by a user using the instructive writing instrument. A first image depicting the writing surface can be obtained. First position data associated with the instructive writing instrument can be determined based at least in part on the first image. A second visual contextual signal instructing the user to actuate the instructive writing instrument in a second direction can be provided based at least in part on the model object and the first position data associated with the instructive writing instrument.

There is provided an image display device including a display control unit having a display combining unit that displays one or a plurality of pathological index cursors based on information relating to a pathological slide image.