{"id":14455,"date":"2025-07-24T20:06:48","date_gmt":"2025-07-24T12:06:48","guid":{"rendered":"https:\/\/ruidapacking.com\/?p=14455"},"modified":"2025-07-25T10:10:08","modified_gmt":"2025-07-25T02:10:08","slug":"why-need-a-vision-based-counting-machine-in-addition-to-an-ir-based-pill-counter","status":"publish","type":"post","link":"https:\/\/ruidapacking.com\/de\/why-need-a-vision-based-counting-machine-in-addition-to-an-ir-based-pill-counter\/","title":{"rendered":"Why Need a Vision-Based Counting Machine in Addition to an IR-Based Pill Counter?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"14455\" class=\"elementor elementor-14455\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a6ece44 e-flex e-con-boxed e-con e-parent\" data-id=\"3a6ece44\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a0d00a2 elementor-widget elementor-widget-text-editor\" data-id=\"6a0d00a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<p><\/p>\n\n\n\n<p><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c88f3a e-flex e-con-boxed e-con e-parent\" data-id=\"3c88f3a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-455a63a elementor-widget elementor-widget-text-editor\" data-id=\"455a63a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A pill counter\u00a0is\u00a0essential equipment in the pharmaceutical packaging industry. Tablet counter machines\u00a0accurately count\u00a0and\u00a0sort tablets, capsules, and soft gels of diverse shapes and sizes, and finally package these medications into bottles or pouches, ensuring precise medicine\u00a0distribution.<\/p>\n<p>\u00a0<\/p>\n<p>Modern pharmaceutical counting and packaging\u00a0commonly utilize tablet counting machines\u00a0equipped with infrared photoelectric sensors, ensuring medication quantity accuracy exceeds 99% per container. Furthermore, an advanced vision-based\u00a0pill counting machine\u00a0employing high-speed camera technology surpass this performance, pushing counting precision\u00a0to reach 99.99%.<\/p>\n<p>\u00a0<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-14462\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine.jpg\" alt=\"\" width=\"900\" height=\"338\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine.jpg 900w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine-300x113.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine-768x288.jpg 768w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine-18x7.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-counting-machine-600x225.jpg 600w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/p>\n<p style=\"text-align: center;\">a vision-based (left) and an infrared-based (right) counting machine<\/p>\n<p>\u00a0<\/p>\n<h1>1.\u00a0<strong>Primary Categories of Pill Counting Machines<\/strong><\/h1>\n<p>Pill counting equipment is broadly classified into three main types based on automation level and technical sophistication, each catering to distinct operational needs in pharmaceutical manufacturing.<\/p>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14477\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counter-machine.jpg\" alt=\"\" width=\"720\" height=\"405\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counter-machine.jpg 720w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counter-machine-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counter-machine-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counter-machine-600x338.jpg 600w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/p>\n<p style=\"text-align: center;\">a pill counting machine conveying soft gel capsules to subsequent counting channels<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li><strong><b>Semi-auto <\/b><\/strong><strong><b>tablet <\/b><\/strong><strong><b>Schalter <\/b><\/strong><strong><b>Maschinen<\/b><\/strong>:\u00a0Represent a transitional solution between manual and fully automated pill counting. While the actual counting process is automated, these machines require manual feeding of tablets, capsules, or softgels into the hopper. This type of tablet counting machine\u00a0offers a significant speed improvement over purely manual counting and reduces human error in the tally itself. However, the\u00a0machines\u2019\u00a0reliance on operator involvement for material feeding limits their overall throughput.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li><strong><b>Fully <\/b><\/strong><strong><b>a<\/b><\/strong><strong><b>utomatic <\/b><\/strong><strong><b>tablet counter machines<\/b><\/strong>: Designed for high-volume pharmaceutical manufacturing, fully automatic pill and capsule counters deliver substantial efficiency gains. Many of these counting machines employ technologies like infrared photoelectric sensors for non-contact counting and often feature integrated real-time monitoring systems. These tablet counters can automatically detect and flag common operational faults like capsule jams or abnormal pill existence. Crucially, their high counting accuracy is complemented by advanced connectivity options, allowing a capsule counting machine to be seamlessly integrated into a complete, automated packaging lines alongside bottle filling, capping, and labeling equipment.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-14463\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter.jpg\" alt=\"\" width=\"890\" height=\"501\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter.jpg 890w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter-768x432.jpg 768w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/pill-counter-600x338.jpg 600w\" sizes=\"(max-width: 890px) 100vw, 890px\" \/><\/p>\n<p style=\"text-align: center;\">the main mechanism of a fully auto pill counter machine<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li><strong><b>Professional <\/b><\/strong><strong><b>h<\/b><\/strong><strong><b>igh-<\/b><\/strong><strong><b>e<\/b><\/strong><strong><b>und <\/b><\/strong><strong><b>tablet counting machines<\/b><\/strong>: Utilize the most advanced technologies for ultimate precision and reliability, particularly in critical applications. A key feature is the integration of high-speed camera vision systems, which use ultra-fast imaging and high resolution to capture and analyze each individual pill or capsule, significantly boosting counting accuracy, especially for challenging pill shapes or transparent capsules.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Prominent\u00a0pharmaceutical and packaging machinery manufacturers like\u00a0Romaco and Ruida Packing\u00a0are dedicated to continuous innovation to achieve validated\u00a0accuracy and stability in tablet counting and filling.<\/p>\n<p>\u00a0<\/p>\n<p>Ruida Packing exemplifies this commitment with a diverse range of advanced <a href=\"https:\/\/ruidapacking.com\/de\/automatic-counting-machine\/\">tablet\u00a0counters<\/a>\u00a0boasting\u00a0both reliable infrared photoelectric sensors and cutting-edge high-speed vision-based\u00a0systems for counting. Crucially, this supplier\u2019s counting machines\u00a0offer scalable solutions featuring vibratory multi-stage\u00a0channels, ranging from compact 8-channel models ideal for labs or pharmacies to high-capacity 48-channel systems designed for large-scale pharmaceutical production. This versatility ensures precise, high-speed counting and filling of irregularly shaped tablets, soft\/hard capsules, and even transparent capsules.<\/p>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14464\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine.jpg\" alt=\"\" width=\"890\" height=\"501\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine.jpg 890w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine-768x432.jpg 768w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-pill-counting-machine-600x338.jpg 600w\" sizes=\"(max-width: 890px) 100vw, 890px\" \/><\/p>\n<p style=\"text-align: center;\">Ruida Packing showcased its vision-based pill counter machine at CPhI Expo 2025<\/p>\n<p>\u00a0<\/p>\n<p>Furthermore, recognizing unique challenges in confectionery, this experienced pharmaceutical equipment supplier\u00a0has pioneered specialized candy counting machine\u00a0models that\u00a0tackle sticky, coated (sugar, oil, sand) candies through a series of\u00a0anti-clogging mechanisms,\u00a0including\u00a0hopper agitators, candy separation rollers, and specially designed Teflon-coated rain-drop vibration\u00a0trays, guaranteeing smooth, uninterrupted gummy counting and filling for even the most challenging,\u00a0viscous material.<\/p>\n<p>\u00a0<\/p>\n<h2>2. <strong>Why do You Need a Vision-Based Counting Machine in Addition to an Infrared-Based Pill Counter?<\/strong><\/h2>\n<p>Compared to an infrared-based pill counting machine that counts pills by detecting the momentary blockage of an infrared light beam caused by each falling pill, a vision-based pill counter model is relatively rare in the market.<\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.1 What Are These Two Types of Counting Machines?<\/strong><\/h3>\n<p>A vision-based tablet counting machine is a type of pharmaceutical equipment that uses camera systems to visually identify, count, and verify tablets, capsules, or pills. Instead of mechanical or infrared sensors, it captures high-resolution images of pills and capsules\u00a0on a counting conveyor, then uses image-processing algorithms to detect and tally each unit based on its visual characteristics (e.g., shape, size, color, or surface markings).<\/p>\n<p>\u00a0<\/p>\n<p>An infrared-based pill counting machine, commonly seen in the market of automatic counting machine, is a type of automated equipment that uses infrared (IR) light beams and sensors to count individual pharmaceutical items such as\u00a0tablets, capsules, or softgels as they pass through a designated path.\u00a0In details, an infrared light emitter projects an invisible beam of light across a channel through which pills fall.\u00a0When no pill is present, the IR beam reaches the sensor.\u00a0As a pill falls, it blocks the IR beam.\u00a0Each time the beam is blocked, the sensor registers it as a single count.<\/p>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14465\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-based-counting-machine.jpg\" alt=\"\" width=\"720\" height=\"405\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-based-counting-machine.jpg 720w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-based-counting-machine-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-based-counting-machine-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/vision-based-counting-machine-600x338.jpg 600w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/p>\n<p style=\"text-align: center;\">the main mechanism of a vision-based pill counter<\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.2 What Are Advantages of a Vision-Based Pill Capsule Counter Machine?<\/strong><\/h3>\n<p>In comparison, a vision-based tablet capsule counting machine enjoys obvious advantages over an infrared-based (IR-based) tablet counter machine:<\/p>\n<p>\u00a0<\/p>\n<table>\n<tbody>\n<tr>\n<td width=\"134\">\n<p style=\"text-align: center;\"><strong><b>Advantage Area<\/b><\/strong><\/p>\n<\/td>\n<td style=\"text-align: center;\" width=\"240\">\n<p><strong><b>Vision-Based Pill Counter<\/b><\/strong><\/p>\n<\/td>\n<td width=\"255\">\n<p style=\"text-align: center;\"><strong><b>IR-Based Pill Counter<\/b><\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Shape Handling<\/p>\n<\/td>\n<td width=\"240\">\n<p>Accurately counts irregular, non-uniform, or damaged pills using shape recognition and morphological analysis.<\/p>\n<\/td>\n<td width=\"255\">\n<p>Struggles with non-spherical or damaged items; relies on consistent interruption profile.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Transparency Handling<\/p>\n<\/td>\n<td width=\"240\">\n<p>Counts fully transparent capsules or softgels by detecting edges\/features optically.<\/p>\n<\/td>\n<td width=\"255\">\n<p>Often fails with transparent items as IR light passes through uninterrupted.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Surface Detection<\/p>\n<\/td>\n<td width=\"240\">\n<p>Detects medicine surface defects (chips, cracks, contamination) via image analysis.<\/p>\n<\/td>\n<td width=\"255\">\n<p>Only detects pill presence\/absence; cannot inspect medicine surface quality.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Counting Speed<\/p>\n<\/td>\n<td width=\"240\">\n<p>Non-interruptive method: Counts without physical\/beam interruption \u2192 higher max speeds possible.<\/p>\n<\/td>\n<td width=\"255\">\n<p>Interruptive method: Requires physical beam blockage \u2192 limits max speed and risks jams.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Multi-Item Resolution<\/p>\n<\/td>\n<td width=\"240\">\n<p>Resolves stacked pills via advanced image processing (e.g., AI segmentation).<\/p>\n<\/td>\n<td width=\"255\">\n<p>Counts stacked pills as one pill if they block the beam together \u2192 undercounts.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Verification Capability<\/p>\n<\/td>\n<td width=\"240\">\n<p>Verifies pill identity (colors, markings, sizes) against a reference image library.<\/p>\n<\/td>\n<td width=\"255\">\n<p>No verification capability; only counts interruptions regardless of type.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td width=\"134\">\n<p>Complex Scenarios<\/p>\n<\/td>\n<td width=\"240\">\n<p>Hands-free counting in vibratory channels without precise singulation requirements.<\/p>\n<\/td>\n<td width=\"255\">\n<p>Requires precise singulation; pills must pass beam one-by-one \u2192 needs vibration control.<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<h3><strong>2.3<\/strong><strong>\u00a0Shape Handling: Beyond Spherical Limits<\/strong><\/h3>\n<p>An infrared-based\u00a0tablet counting filling machine relies\u00a0on a single infrared beam crossing a narrow channel\/chute. A pill is counted only when it fully interrupts the beam. This works for spherical, uniformly shaped pills and capsules but fails dramatically with:<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li>Irregular pill shapes: A tilted or asymmetrical pill may only partially block an infrared beam, causing undercounting.<\/li>\n<li>Damaged\/fragmented pills: Small fragments may not block abeam at all, while large fragments might register as full pills.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Comparably, in a vision-based\u00a0tablet counting and filling machine, high-speed cameras capture 2D\/3D images of each pill at microsecond intervals. Advanced algorithms then:<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li>Map edges to detect non-uniform shapes such as heart-shaped vitamin pills.<\/li>\n<li>Measure morphological features including area, perimeter, aspect ratio to distinguish fragments from normal pills.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Example: An oval\u00a0tablet that becomes tilted when it\u2019s falling\u00a0is still counted because the tablet capsule counting machine\u00a0recognizes its unique outline, not not\u00a0beam blockage.<\/p>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14466\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1.jpg\" alt=\"\" width=\"872\" height=\"491\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1.jpg 872w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1-768x432.jpg 768w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/high-speed-capsule-counting-machine-1-600x338.jpg 600w\" sizes=\"(max-width: 872px) 100vw, 872px\" \/><\/p>\n<p style=\"text-align: center;\">a vision-based capsule counting machine handling an immense quantity of softgels<\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.4<\/strong><strong>\u00a0Transparency Handling: Seeing Invisible<\/strong><strong>\u00a0Items<\/strong><\/h3>\n<p>In an IR-based automatic capsule counting machine, if infrared light passes through transparent medicine such as\u00a0plant-based\u00a0capsules and clear softgels without significant interruption,\u00a0it may\u00a0cause:<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li>False negatives: Transparent capsules may not block infrared beams, resulting in undercounting.<\/li>\n<li>Inconsistency with semi-transparent items: Variations in capsule wall thickness or liquid fillings lead to unstable beam penetration, causing unreliable counts.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>Compared to this machine type, a vision-based tablet counter\u00a0uses\u00a0CCD cameras or CMOS cameras, and backlighting + high-resolution optics\u00a0technology.\u00a0This helps the counter adjust lighting angles and camera exposure, thereby\u00a0making\u00a0faint edges of clear gels visible,\u00a0as transparent capsules bend light, creating detectable edges\u00a0or shadow patterns.<\/p>\n<p>\u00a0<\/p>\n<p>Example: A clear empty gelatin capsule is counted because its rim refracts light, creating a recognizable circular outline against a dark background.<\/p>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14467\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting.jpg\" alt=\"\" width=\"872\" height=\"491\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting.jpg 872w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting-768x432.jpg 768w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/capsule-counting-600x338.jpg 600w\" sizes=\"(max-width: 872px) 100vw, 872px\" \/><\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.5<\/strong><strong>\u00a0<\/strong><strong>S<\/strong><strong>urface <\/strong><strong>ICH<\/strong><strong>nspection of <\/strong><strong>Each Pill: Non-negotiable cGMP Compliance<\/strong><\/h3>\n<p>A vision-based capsule counter utilizes high-resolution cameras and sophisticated image processing software to perform detailed surface inspection of each tablet or capsule. As pills travel along feed channels or a vibratory panel, the tablet counting captures multiple high-definition images from various angles under controlled lighting. Advanced algorithms then analyze these images pixel-by-pixel, comparing pill surface against predefined quality parameters.<\/p>\n<p>\u00a0<\/p>\n<p>With this functional help, the pill counting machine is able to carry out:<\/p>\n<p>\u00a0<\/p>\n<ul>\n<li><strong><b>D<\/b><\/strong><strong><b>efect Identification<\/b><\/strong>: Detects microscopic anomalies like tablet cracks, surface scratches, dents, surface pitting, or material discoloration invisible to the naked eye or IR sensors.<\/li>\n<li><strong><b>Contamination Detection<\/b><\/strong>: Identifies foreign particles, stains, oil spots, or powder residues adhering to the pill surface.<\/li>\n<li><strong><b>Coating Integrity Check<\/b><\/strong>: For coated tablets, the tablet counting machine assesses uniformity, detects coating cracks, peeling, or mottling.<\/li>\n<li><strong><b>Marking Verification<\/b><\/strong>: Checks the legibility, positioning, and accuracy of imprints or engravings such as dosage codes and pharma logos.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>This real-time inspection integrates quality control directly into the counting process. By automatically rejecting defective or contaminated pills as they are counted, a vision-based pill capsule counting machine prevents compromised medications from reaching packaging. It helps lower the risk of reclaiming products, ensures pharmaceutical integrity, and guarantees strict compliance with cGMP regulations.<\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.6 <\/strong><strong>Vision Counting<\/strong><strong>\u00a0of Exceptionally Higher Speed<\/strong><strong>\u00a0<\/strong><\/h3>\n<p>Vision-based tablet\u00a0counters achieve significantly higher speeds primarily through non-interruptive, parallel processing. Unlike IR sensors requiring pills and capsules to physically break single beams\u00a0one\u00a0by\u00a0one, a high-speed camera captures an entire image frame of the medicine dispensing area for\u00a0multiple times per second. Sophisticated image processing algorithms then instantly identify, locate, and count all visible pills within each frame simultaneously, regardless of their proximity, as long as they aren\u2019t perfectly stacked. This eliminates the critical bottleneck of IR systems: the mandatory physical separation of pills to ensure only one pill breaks the infrared beam at a time.<\/p>\n<p>\u00a0<\/p>\n<p>Benefits come with\u00a0higher processing speed:<\/p>\n<ul>\n<li>Massive Throughput Increase: Essential for large-scale pharmaceutical production lines, boosting output by 2 to 3 times.<\/li>\n<li>Reduced Need for Pill Singulation: Eliminates complex equipment vibration adjustment or forced separation mechanisms required by an IR automatic tablet counter to prevent overlapping pills which cause miscounts, simplifying machine design and operation.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14468\" src=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-capsule-counting-machine.jpg\" alt=\"\" width=\"720\" height=\"405\" srcset=\"https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-capsule-counting-machine.jpg 720w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-capsule-counting-machine-300x169.jpg 300w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-capsule-counting-machine-18x10.jpg 18w, https:\/\/ruidapacking.com\/wp-content\/uploads\/2025\/07\/tablet-capsule-counting-machine-600x338.jpg 600w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><\/p>\n<p style=\"text-align: center;\">Ruida Packing displays its vision-based pill counter machine at CPhI Expo 2025<\/p>\n<p>\u00a0<\/p>\n<h3><strong>2.7 Multi-Item Resolution: Not Worried about Pill Stacking<\/strong><\/h3>\n<p>Vision-based counting excels where pills overlap\u00a0or stack while moving through a channel. To address this issue, high-speed cameras capture detailed images of pill streams, and\u00a0image processing\u00a0system\u00a0then analyzes\u00a0images to identify individual pills within a cluster.<\/p>\n<p>\u00a0<\/p>\n<p>Using techniques like edge detection, shape recognition, and AI-powered segmentation, the vision-based tablet counter machine\u00a0distinguishes boundaries even when pills and capsules partially obscure each other. The pill counter\u00a0counts each distinct pill shape detected. In contrast, an IR beam only registers a single interruption event whenever several\u00a0pills block the light beam simultaneously \u2013 counting a clump as &#8220;one&#8221;, leading to undercounting.<\/p>\n<p>\u00a0<\/p>\n<h2><strong>Letzte Zeilen<\/strong><strong>: The Unmatched Edge of Vision-Based Pill Counting<\/strong><\/h2>\n<p>Vision\u00a0inspection\u00a0tablet\u00a0counting machines demonstrate clear and measurable superiority over conventional IR-based pill counters, particularly in critical pharmaceutical manufacturing. While IR tablet counters typically achieve accuracies of 99.0\u201399.5%, advanced vision counting machines\u00a0deliver precision exceeding 99.99%. This extreme accuracy, enabled by high-speed, high-resolution imaging that captures minute details of each pill, makes vision technology indispensable for cGMP-compliant medical production, brand-sensitive pharmaceuticals, and high-dosage precision therapies.<\/p>\n<p>\u00a0<\/p>\n<p>Beyond counting, integrated vision inspection modules enable real-time color and automatic\u00a0rejection of non-conforming or damaged items, adding a vital layer of quality control. Furthermore, industrial-grade camera systems ensure stability, operating reliably even in high-dust tablet production environments. For manufacturers prioritizing zero-defect output and supply chain integrity, vision-based tablet counting isn\u2019t just an upgrade \u2013 it\u2019s the new standard for assurance in modern pharmaceutical production.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>This article classifies pill counter types and lets you understand why you should have a vision inspection tablet counting machine.<\/p>","protected":false},"author":4,"featured_media":14466,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sitemap_exclude":false,"_sitemap_priority":"","_sitemap_frequency":"","footnotes":""},"categories":[35],"tags":[67],"class_list":["post-14455","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-tablet-counting-machine"],"acf":[],"_links":{"self":[{"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/posts\/14455","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/comments?post=14455"}],"version-history":[{"count":0,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/posts\/14455\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/media\/14466"}],"wp:attachment":[{"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/media?parent=14455"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/categories?post=14455"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ruidapacking.com\/de\/wp-json\/wp\/v2\/tags?post=14455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}