A bedding system uses a convolutional neural network (CNN)-based machine vision to makes adjustments for comfort and/or support. The machine vision process identities a body position by using a trained CNN that receives a pressure image and identifies a body position. The body position may be determined by classifying the pressure image into a predetermined body position classification. The machine vision process includes at least one trained CNN that determines joint locations. The machine vision tracks pressure accumulated at joints over time.

Particular infant support or nursing pillows are disclosed, for supporting an infant in a variety of settings by providing a stable surface upon which to rest. Various embodiments include a generally crescent shaped device, including a resilient fill material surrounded by a fabric shell and having a top and a bottom surface connected by a band of uniform width extending vertically and wholly about the perimeter of the pillow. The support pillow may be combined with an accessory device to form a support pillow assembly. An attachment mechanism may be configured to attach the accessory device to the support pillow such that the accessory device is arranged to direct a perceptible effect to at least one of the first arm, the second arm, and the medial region of the support pillow.

The Up Sitter is the only product of its kind that helps users avoid pressing their body weight against their thighs and knees which as a result allows for better blood circulation and improves one's posture while in a seated position. This unprecedented product is uniquely designed as a light, airy foam square to ensure users are able to place the device on any and all flat surfaces and the accessory can be easily charged through the charging port to allow for complete functionality and long-term sustainability.

A buoyancy-type pillow with a combined action of gas and liquid media is provided. The pillow includes a first pillow body, a second pillow body stacked on a top of the first pillow body, and an interlayer support pad located in an inner cavity of the second bladder. The first pillow body includes a first bladder having a flat shape, the inner cavity of the first bladder is filled with gas medium, and the first bladder is provided with a gas volume adjustment interface. The second pillow body includes a second bladder having a flat shape, the inner cavity of the second bladder is filled with liquid medium, and the second bladder is provided with a liquid volume adjustment interface. The interlayer support pad has a porous structure that allows the liquid medium to flow through. The disclosure achieves an all-around buoyancy support effect.

A pillow is provided herein which includes a cover having opposing first and second panels. A gusset perimetrically bounds, and joins, the first and second panels. The gusset is formed of an open cell construction. Compliant fill material is disposed within the cover. Advantageously, with the subject invention, a pillow is provided allowing for lateral ventilation between opposing panels. This permits a cooling effect while a user is resting or sleeping.

A support material having an hourglass shape reduces the cost of manufacturing as well as increasing comfort and air circulation. The support material includes a primary end having a primary diameter located opposite a secondary end having a secondary diameter. A substantially central portion of the support material has a tertiary diameter being a size less than the primary and secondary diameters. Additional improvements include an improved outer wall surface of the support material having at least one recess. The at least one recess can retain a substance such as a cooling gel.

Particular infant support or nursing pillows are disclosed, for supporting an infant in a variety of settings by providing a stable surface upon which to rest. Various embodiments include a generally crescent shaped device, including a resilient fill material surrounded by a fabric shell and having a top and a bottom surface connected by a band of uniform width extending vertically and wholly about the perimeter of the pillow. The support pillow may be combined with an accessory device to form a support pillow assembly. An attachment mechanism may be configured to attach the accessory device to the support pillow such that the accessory device is arranged to direct a perceptible effect to at least one of the first arm, the second arm, and the medial region of the support pillow.

A pillow is provided that includes a back section having opposite front and back surfaces that each extend between opposite top and bottom surfaces. The surfaces each extend between opposite first and second side surfaces. The pillow includes spaced apart first and second arms that each extend outwardly from the front surface. The first arm has an inner surface and an opposite outer surface that is continuous with the first side surface. The second arm has an inner surface and an opposite outer surface that is continuous with the second side surface. The inner surfaces are continuous with the front surface. The top surface and the side surfaces each include a first portion comprising a first material and a second portion comprising a second material that is different from the first material.

An adjustable pillow including an outer shell, an inner top layer and an inner lower layer, a flexible bladder located between the inner top and lower layers, a closure mechanism located in the pillow that can be used to open and close an opening in the pillow, and a plurality of soft support members that can be inserted into and removed from the bladder. Each member includes a round core and a plurality of projections extending from the core. The pillow may also include a controller that communicates with a mobile device in order to monitor a user's sleep and provide sounds and movements that help the user fall asleep.

A cooling material is provided. The cooling material can include a yarn having a defined denier of less than or equal to approximately 90 denier, wherein the yarn can comprise a cooling additive disposed on or in a polymer. In some embodiments, the yarn can be at least one of a warp or a weft of a woven fabric. A method can comprise receiving a cooling material, wherein the cooling material comprises: a polymer and a cooling additive, wherein the cooling additive is disposed on or in the polymer; and processing the cooling material by employing a non-weaving technique to create a non-woven fabric. In some embodiments, the non-weaving technique is one of a meltblown process, a spunbond process, or a multi-denier process.