{"id":4321,"date":"2021-07-26T11:12:54","date_gmt":"2021-07-26T11:12:54","guid":{"rendered":"https:\/\/makersground.com\/?post_type=portfolio&#038;p=4321"},"modified":"2026-10-02T20:29:32","modified_gmt":"2026-10-02T17:29:32","slug":"smart-glasses","status":"publish","type":"portfolio","link":"https:\/\/makersground.com\/ar\/portfolio\/smart-glasses\/","title":{"rendered":"Smart Glasses"},"content":{"rendered":"<div class=\"mg-engineering-content\">\n<p class=\"mg-engineering-lead\">Smart Glasses is a connected camera wearable with bone-conduction audio feedback. MakersGround\u2019s original project record credits the company with developing the device design, hardware and software in collaboration with the client.<\/p>\n<h2>The challenge<\/h2>\n<p>The project connected camera capture with spoken feedback through a wearable device and a mobile phone. The documented approach used the phone as the link between the glasses and an online image-recognition server.<\/p>\n<h2>MakersGround\u2019s documented role<\/h2>\n<p>The original record explicitly describes MakersGround\u2019s work on device design, hardware and software. The client is not named, and the record does not assign separate responsibilities for developing or operating the recognition server.<\/p>\n<h2>Documented system architecture<\/h2>\n<ol>\n<li>A camera on the wearable captures footage. A bone conductor behind the ear provides audio output.<\/li>\n<li>The device connects to the user\u2019s mobile app through Wi-Fi Direct.<\/li>\n<li>The app forwards image frames to an online recognition server, which returns detected names.<\/li>\n<li>The mobile app converts the returned information to speech and sends audio to the wearable for playback through the bone conductor.<\/li>\n<\/ol>\n<p>Recognition is described as a server function. This record does not document on-device inference or an Edge AI implementation.<\/p>\n<h2>Development record and outcome limits<\/h2>\n<p>The July 2021 project page includes renderings of the wearable and electronics assembly. It describes the system\u2019s operation but does not establish production volume, a current commercial offering or deployment results.<\/p>\n<p>The original description reports recognition and end-to-end timings under a mobile-network assumption. No independent latency test, recognition-accuracy evaluation or military certification is supplied with the record.<\/p>\n<h2>Related engineering services<\/h2>\n<p>Explore <a href=\"https:\/\/makersground.com\/ar\/iot-development\/\">connected-device development<\/a>, <a href=\"https:\/\/makersground.com\/ar\/electronics-pcb-development\/\">electronics and PCB engineering<\/a>, and <a href=\"https:\/\/makersground.com\/ar\/embedded-systems-firmware\/\">embedded systems and firmware<\/a>. <a href=\"https:\/\/makersground.com\/ar\/contact-us\/\">Discuss the hardware and software scope for your device<\/a>.<\/p>\n<\/div>\n<h2 id=\"smart-glasses-original-record\">Original project narrative \u2014 July 2021<\/h2>\n<p><em>The original description and media below are retained as a historical project record. \u201cMilitary-grade\u201d and timing statements are wording from that record; no certification or independently verified performance results are provided.<\/em><\/p>\n<p>Wearable military-grade glasses that live stream facial data to an online server for analysis, a bone conductor then provides feedback to personnel. The face recognition server takes less than 2 seconds to process the image. MakersGround has worked with the client closely on developing the device\u2019s design, hardware, and super-efficient software.<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-large wp-image-4323\" src=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:906\/h:1024\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png\" alt=\"Smart Glasses concept rendering with a glasses-mounted camera and electronics enclosure\" width=\"906\" height=\"1024\" srcset=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:265\/h:300\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 265w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:906\/h:1024\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 906w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:768\/h:868\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 768w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:600\/h:678\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 600w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:11\/h:12\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 11w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:500\/h:565\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 500w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:800\/h:905\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 800w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/id:3288450e7678458abea5c200a799b58d\/https:\/\/makersground.com\/Picture1.png 995w\" sizes=\"(max-width: 906px) 100vw, 906px\" \/><\/p>\n<p>It consists of two main peripherals: a camera and a bone conductor to be placed behind the ear.<\/p>\n<p>The device essentially connects to an app running on the user&#8217;s mobile device over WiFi-direct communication, The device is military-grade.<\/p>\n<p>Once the connection is established, the device starts steaming live footage captured from the camera, to the mobile app, which in turn sends a frame frequently to the image recognition server, the server sends back the names of the detected faces to the app, the app converts them to audio using text-to-speech and send the audio back to the device.<\/p>\n<p><b>Finally<\/b>, the device plays the audio through the bone conductor to the user. The whole process takes 2-3 seconds (assuming the mobile phone is on a 4G network).<\/p>\n<p><img data-opt-src=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:1024\/h:355\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg\"  decoding=\"async\" class=\"alignnone wp-image-4324 lazyload\" data-src=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:1024\/h:355\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg\" alt=\"Side-view rendering of the Smart Glasses electronics assembly and connected peripheral\" width=\"628\" height=\"219\" data-old-srcset=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:300\/h:104\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 300w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:1024\/h:355\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 1024w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:768\/h:267\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 768w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:600\/h:208\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 600w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:16\/h:6\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 16w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:500\/h:174\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 500w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:800\/h:278\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 800w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/id:0851178e55f45cfe34b0b790ed7de6d9\/https:\/\/makersground.com\/board-1.jpg 1046w\" data-sizes=\"(max-width: 628px) 100vw, 628px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 628px; --smush-placeholder-aspect-ratio: 628\/219;\" \/> <img data-opt-src=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg\"  decoding=\"async\" class=\"alignnone size-large wp-image-4325 lazyload\" data-src=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg\" alt=\"Top-view rendering of the Smart Glasses electronics assembly with an attached flexible cable\" width=\"580\" height=\"222\" data-old-srcset=\"https:\/\/mljch2q7ruyc.i.optimole.com\/w:300\/h:115\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 300w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:768\/h:294\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 768w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:600\/h:230\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 600w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:16\/h:6\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 16w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:500\/h:191\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 500w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:800\/h:306\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 800w, https:\/\/mljch2q7ruyc.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/id:3e56ff03d50a0f23d8523e680b64a48c\/https:\/\/makersground.com\/board-2.jpg 836w\" data-sizes=\"(max-width: 580px) 100vw, 580px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 580px; --smush-placeholder-aspect-ratio: 580\/222;\" \/><\/p>\n<h2><em><b>Do you Have <\/b><b>the <\/b><b>Next Big Tech Idea?<\/b><\/em><\/h2>\n<p><b>Our Makers &amp; Engineers are at your Service.<\/b><\/p>\n<p><b>Schedule Free 30 mins consultancy:\u00a0 <\/b>Call.MakersGround.com<\/p>\n<p><em>info@<b>makersground.com<\/b><\/em><\/p>\n<p><em>+961 &#8211; 81 &#8211; 71 81 82<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Connected camera wearable with bone-conduction audio; MakersGround developed device design, hardware and software.<\/p>","protected":false},"author":2,"featured_media":4322,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_vp_format_video_url":"","_vp_image_focal_point":[],"footnotes":""},"portfolio_category":[32,54],"portfolio_tag":[],"class_list":["post-4321","portfolio","type-portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-iot","portfolio_category-wearable-iot"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Smart Glasses Hardware &amp; Software | MakersGround<\/title>\n<meta name=\"description\" content=\"Explore MakersGround&#039;s Smart Glasses project, connecting a wearable camera, mobile app, face recognition server and bone-conduction audio feedback.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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