{"id":12701,"date":"2026-05-07T14:15:45","date_gmt":"2026-05-07T06:15:45","guid":{"rendered":"https:\/\/actualtechco.com\/?post_type=product&p=12701"},"modified":"2026-05-07T17:49:28","modified_gmt":"2026-05-07T09:49:28","slug":"hand-tracking-control-system","status":"publish","type":"product","link":"https:\/\/actualtechco.com\/en\/product\/hand-tracking-control-system\/","title":{"rendered":"Hand Tracking Control System"},"content":{"rendered":"

Core Features<\/strong><\/p>\n

Mouse Movement
\n– *One Finger (Index)* – Move the mouse cursor by moving your index finger
\n– *Two Fingers Close Together* – Click when index and middle fingers are close
\n– *Three Fingers* – Click and drag for selecting and moving items<\/p>\n

 <\/p>\n

Processing Pipeline<\/strong><\/p>\n

1. *Video Capture* – Reads real-time video from webcam
\n2. *Hand Detection* – MediaPipe analyzes frames to locate hand and 21 key points
\n3. *Gesture Recognition* – Determines gesture type based on finger positions
\n4. *Mouse Control* – Executes corresponding mouse actions<\/p>\n

 <\/p>\n

Stability Features<\/strong>
\n– *Multi-camera Support* – Auto-detects and switches between cameras
\n– *Frame Validation* – Filters out corrupted or invalid frames
\n– *Auto-recovery* – Automatically reopens camera if connection drops
\n– *Boundary Detection* – Warns when hand approaches frame edges<\/p>\n","protected":false},"excerpt":{"rendered":"

A computer vision-based hand gesture recognition system that lets you control your mouse cursor with hand movements – no physical mouse needed.<\/p>\n","protected":false},"featured_media":12719,"template":"","meta":{"nf_dc_page":""},"product_brand":[],"product_cat":[288],"product_tag":[295],"class_list":["post-12701","product","type-product","status-publish","has-post-thumbnail","product_cat-interactive-system","product_tag-interactive","first","instock","shipping-taxable","product-type-simple"],"_links":{"self":[{"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/product\/12701","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/media\/12719"}],"wp:attachment":[{"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/media?parent=12701"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/product_brand?post=12701"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/product_cat?post=12701"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/actualtechco.com\/en\/wp-json\/wp\/v2\/product_tag?post=12701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}