International Business Machines Corporation

Sachchidanand Singh

Mohit Sewak

Sanjay K Singh

Nilesh R Gujarathi

Vikram V Sutar

Mandar Mutalikdesai

Embodiments relate to an intelligent computer platform for computing visual similarity and identification of a product responsive to the computed similarity. A first product is selected, and one or more product attributes are identified. A multi-context similarity is dynamically assessed combining a vector map with a tensor representation, and applying a vector similarity algorithm against the map and representation to identify one or more similar objects. In response to a second product selection, the multi-context similarity is dynamically re-assessed based on proximity to identify and select a final product.

Multi-perceptual similarity detection and resolution

Methods and systems for generating cognitive real-time pictorial summary scenes are disclosed. A method includes: obtaining, by a computing device, a document; training, by the computing device, computer models using natural language processing and deep learning based computer vision; and creating, by the computing device, a first pictorial summary scene that summarizes the document using the computer models.

Cognitive adaptive real-time pictorial summary scenes

Embodiments relate to an intelligent computer platform to compute visual similarity across image objects. An object detection algorithm is utilized to identify image objects and to produce a tensor representation of the identified object. Multi-visual contextual similarity of the object is conducted to assess and determine related object images. A re-assessment of similarity is dynamically conducted in response to a product image selection. The re-assessment utilizes the tensor representations of the related object images, thereby conducting a mathematical assessment of similarity and object image identification. A final product is identified and selected based on the dynamic re-assessment and convergence on a directed outcome with minimal iterations of object interaction.

Adaptive multi-perceptual similarity detection and resolution

A method for providing cloud-based communication for blood bank collection and management is provided. The method may include detecting and registering a plurality of cloud systems. The method may further include enabling cloud communications for the plurality of cloud systems. Additionally, the method may include receiving at least one blood donation request and blood donation event using the plurality of cloud communications for the plurality of cloud systems. The method may also include recommending and generating lists of blood donors based on the at least one blood donation request and the plurality of cloud systems. The method may further include presenting to users associated with the plurality of cloud systems the at least one blood donation request and blood donation event using the plurality of cloud communications, wherein the users associated with the plurality of cloud systems are based on the plurality of lists of blood donors.

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Pune, India

Sachchidanand Singh