Machine Vision Lens for Packaging Inspection Machines: How to Select Optics for High-Speed Bottling, Cartoning, Filling, Sealing and Packing Lines
Packaging inspection machines rarely perform only one visual task. A modern production line can move containers through filling, capping, sealing, labeling, cartoning and final packing at high speed, with separate cameras checking different package features along the way. One inspection station may need to see an entire bottle, another only the closure region, another a carton face, another the top seal of a tray or pouch, and another several completed packs simultaneously before they leave the machine. Because these stations differ dramatically in physical field of view, defect size, working distance and product presentation, selecting the right Machine Vision Lens is one of the most important optical decisions for a packaging-machine OEM.
Buyers searching for a machine vision lens for packaging inspection machine, packaging machine camera lens, bottling line inspection lens, cartoning machine vision lens, filling line camera lens, seal inspection camera lens, high-speed packaging inspection lens or industrial camera lens for packing machine should avoid choosing optics by focal length alone. The practical specification starts with the minimum rejectable packaging feature and works backward through physical FOV, pixels per millimetre, sensor format, working distance, product-position tolerance and line speed.
The current Kyptec Automation® Machine Vision Lens portfolio contains conventional 5 MP, 10 MP and 25 MP Machine Vision Lenses across focal lengths including 8 mm, 12 mm, 16 mm, 25 mm, 35 mm and 50 mm. The live product pages specify C-mount industrial lenses across 2/3", 1" and larger high-resolution image-format families and describe their use for high-resolution industrial imaging, low-distortion vision inspection, high-speed inspection, quality control and dimensional analysis.
Packaging Machine Lens Selection Should Begin With the Inspection Decision
The strongest packaging inspection system begins by defining exactly what physical condition causes a product to pass or fail. An inspection for missing caps, incorrect package orientation, misplaced cartons, incomplete sealing, bottle-position deviation or visible package damage does not necessarily require the same optical resolution. The Machine Vision Lens must therefore be designed around the smallest relevant physical feature or positional difference that the inspection software must distinguish.
A package measuring 200 mm across may contain a critical visible feature only 1 mm wide. If the optical system covers a 400 mm FOV and provides too few pixels on that 1 mm feature, the fact that the entire package appears clearly in the image does not guarantee reliable inspection. For buying decisions, minimum feature size is therefore more useful than overall package size alone.
Calculate Pixels per Millimetre Before Selecting Focal Length
An initial object-side sampling calculation is:
Pixels per millimetre = sensor pixels across the relevant direction ÷ physical field of view in millimetres
If a camera provides 5,000 horizontal pixels across a 250 mm packaging field, simplified sampling is 20 pixels/mm. A 2 mm visible feature would span approximately 40 pixels horizontally. If the same camera is used across a 500 mm field, sampling falls to 10 pixels/mm and the feature receives approximately 20 pixels.
This calculation does not by itself guarantee inspection accuracy, because focus, optical contrast, object movement, lighting, calibration and algorithm performance also influence the result. It does reveal whether the proposed FOV is distributing the sensor resolution sensibly across the physical package.
Do Not Use More FOV Than the Packaging Station Actually Needs
Packaging lines frequently contain mechanical guides, conveyors and fixtures that are much larger than the product region requiring inspection. Including these structures inside the camera view can waste a meaningful percentage of the sensor.
The correct FOV should cover the package plus legitimate position variation, not every nearby machine component. A controlled FOV increases the number of native pixels assigned to useful package information.
This becomes particularly important when several packages appear inside the same frame. A high-megapixel camera can still provide poor pixels-per-package performance if most of its field is occupied by unnecessary conveyor space.
Bottling Lines Often Need Several Different Optical Stations
A high-speed bottling line can include container presence inspection, filling-stage inspection, closure verification, label-related inspection and final packed-product verification. These are not identical optical problems.
An overall bottle station may require enough vertical FOV to include the complete container. A closure station can use a much tighter field around the neck and cap region. A grouped-pack station may require a wider field containing several bottles simultaneously.
For this reason, packaging OEMs should avoid forcing one focal length onto every camera simply because all cameras are installed on the same line.
16 MM Machine Vision Lenses Can Support Broader Packaging Views
For compatible 2/3" industrial cameras, Kyptec Automation® KL-1226 16 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides 16 mm focal length, 10 MP resolution, C-mount construction, 2/3" image format and an F2.8–16 aperture range. Kyptec Automation® describes the lens for high-resolution industrial imaging and reliable high-speed inspection applications.
A focal-length class such as 16 mm can be considered where a packaging machine needs a relatively broad field—for example, several products on a conveyor, a larger carton, a group-pack inspection zone or a bottle field containing significant vertical and horizontal variation. The final decision should still be made from actual sensor dimensions and working distance because focal length does not determine FOV independently.
Cartoning Machines Need Both Overall Package Coverage and Local Detail
Cartoning inspection is frequently a compromise between package coverage and local feature resolution. The camera may need to see the complete carton face or top surface while still inspecting small edges, tabs, openings or positional relationships.
A field that is too narrow can crop larger cartons or legitimate position variation. A field that is unnecessarily wide reduces pixels per millimetre. For machines handling several carton sizes, the OEM should therefore calculate the FOV from the largest package but verify optical sampling using the smallest critical feature among all supported variants.
When multiple cartons share one image, the calculation should be extended from pixels per millimetre to pixels per carton and pixels per critical carton feature.
Filling-Line Inspection Should Be Designed Around the Specific Visible Feature
“Filling inspection” is a broad term. Some systems observe the overall container state, while others need to inspect a localized region. The lens should therefore be selected from the specific visible characteristic that must be evaluated rather than from the machine name alone.
If the inspection feature occupies only a small part of a tall bottle or container, a dedicated camera with a tighter FOV may produce more useful object-side resolution than one broad camera attempting to perform several unrelated checks.
This station-specific approach is especially valuable on OEM machine platforms where filling, capping and downstream packing cameras share a common mechanical architecture but have different optical requirements.
Sealing Inspection Often Benefits From Tighter Fields
Seal-related inspection can involve a narrow physical region relative to the complete package. If the relevant feature is located around the edge or closure interface, allocating the entire sensor to the complete product may waste substantial resolution.
A tighter optical station can increase pixels per millimetre on the actual sealing region. The correct focal length then depends on the physical size of this region, available camera stand-off and selected sensor format.
This principle applies across tray, pouch, container and other packaging systems: the optical field should correspond to the actual inspection zone rather than automatically matching the full package dimensions.
25 MM 10 MP Lenses Can Be Practical for Controlled Packaging Zones
For compatible 2/3" camera systems, Kyptec Automation® KL-1228 25 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens is specified with 25 mm focal length, 10 MP resolution, C-mount, 2/3" image format and an F2.8–16 aperture range.
This focal-length class can be useful when an OEM can frame the packaging region more tightly than with a broad overview camera. Suitable examples can include controlled bottle stations, localized carton areas, pack orientation checks and sealing zones where the required working distance produces an appropriate FOV.
The advantage is not that 25 mm is universally better for packaging; it is that a controlled field can devote more of the camera sensor to the physical feature responsible for the inspection decision.
Sensor Format Changes the Resulting Packaging FOV
Focal length should always be considered together with sensor dimensions. The same nominal focal length used with different sensor formats produces different fields at the same working distance.
Kyptec Automation® currently lists conventional Machine Vision Lens families for 2/3", 1" and larger high-resolution formats within its collection, allowing packaging-machine OEMs to select optics according to different camera architectures.
Sensor-format compatibility is also important because the lens must provide appropriate image coverage across the camera sensor. An OEM changing camera format during machine development should therefore recalculate FOV rather than assuming that the existing focal length will reproduce the previous framing.
1-Inch Camera Systems Can Support Different Packaging Architectures
For compatible 1" industrial cameras, Kyptec Automation® KL-1214 16 MM Machine Vision Lens With 10 MegaPixel & 1" Format Lens provides 16 mm focal length, 10 MP resolution, C-mount, 1" image format and an F1.4–16 aperture range.
This gives machine builders another format option where a larger compatible camera sensor forms part of the packaging inspection architecture. The correct lens should be selected by considering camera format, required physical field and mounting distance together rather than treating sensor size as an afterthought.
High-Resolution Packaging Inspection Is Most Valuable When Large FOV and Small Features Coexist
Higher native camera resolution becomes particularly valuable when one image must contain a large physical packaging area yet still preserve small features.
Examples include multi-carton fields, multiple containers in one frame, grouped packs, trays containing several products and larger packaging assemblies containing several inspection regions.
For compatible high-resolution systems, Kyptec Automation® KL-1238 16 MM Machine Vision Lens With 25 MegaPixel & 1.1" Format Lens is a 25 MP, 16 mm C-mount Machine Vision Lens within Kyptec Automation®'s larger-format high-resolution family.
A high-resolution configuration can provide more native samples across a broad packaging field, but only if the additional resolution is actually placed on useful product features.
25 MP Does Not Automatically Mean Better Packaging Inspection
Megapixel count should never replace an object-side resolution calculation.
A 25 MP system observing an unnecessarily large field can still provide fewer pixels on a critical feature than a lower-resolution camera operating with a much tighter FOV. The purchasing decision should therefore compare complete camera-lens geometries rather than camera specifications alone.
For buyers evaluating 10 MP versus 25 MP Machine Vision Lenses, calculate the final FOV for each option and determine how many native pixels cover the smallest relevant package feature. That comparison is much more informative than resolution class by itself.
Working Distance Should Be Defined From the Packaging Machine Layout
Packaging machinery often contains rails, filling heads, sealing assemblies, conveyors, carton mechanisms, guards and packing tooling around the inspection point. These structures determine where a camera can realistically be mounted.
The Machine Vision Lens must therefore deliver the required FOV from that actual camera position.
A lens that creates an ideal image only when mounted inside the path of packaging tooling is not a usable solution. Working distance should consequently be fixed early in the mechanical design, followed by sensor and focal-length calculation.
35 MM Lenses Can Help When Camera Stand-Off Must Increase
For compatible 2/3" systems, Kyptec Automation® KL-1230 35 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides 35 mm focal length, 10 MP resolution, C-mount, 2/3" image format and an F2.8–16 aperture range.
This focal-length class can be evaluated where a packaging station requires more stand-off because of guards, transport mechanisms or product-handling hardware while still needing a controlled field.
Longer focal length does not automatically mean better detail; the resulting detail depends on the complete FOV and sensor geometry. The value of a 35 mm lens is therefore its ability to offer another working-distance/FOV combination for machine builders.
50 MM Lenses Can Support Localized High-Detail Inspection
Some packaging machines contain a small inspection region that deserves a dedicated high-detail camera.
For compatible 2/3" systems, Kyptec Automation® KL-1232 50 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides 50 mm focal length, 10 MP resolution, C-mount, 2/3" image format and F2.8–16 aperture range.
A 50 mm configuration can be evaluated for localized closure, seal, carton-feature or final-pack inspection where the region of interest should occupy more of the image while the camera remains farther from the product.
This type of secondary inspection camera can be more effective than trying to digitally enlarge a small feature from one broad overview image.
Packing Lines Often Need Multi-Product FOV Planning
End-of-line packing machines may inspect several products, cartons or packed units simultaneously. Throughput benefits from larger groups per image, but native sensor resolution is then divided among all visible products.
If twelve cartons share one frame, each carton receives only part of the image. The smallest inspection region receives an even smaller fraction.
A useful design sequence is therefore:
total FOV → pixels per product → pixels per inspection region → pixels per minimum feature
This prevents a common situation in which a system has a high camera megapixel specification but inadequate detail on individual packages.
Package Position Tolerance Should Be Included—but Not Overestimated
Conveyors and guides do not position every product at exactly the same coordinates. The FOV therefore needs enough margin to contain legitimate lateral and longitudinal movement.
However, oversizing this margin reduces object-side resolution.
OEMs should determine actual package-position variation from the mechanical transport design and create only the necessary optical safety margin. Better product guidance can sometimes improve effective vision resolution because the camera can use a smaller field without changing the sensor or lens.
High-Speed Packaging Lines Must Be Tested Under Real Motion
Static sample images are insufficient for validating a high-speed packaging inspection system.
During production, a package moves during the camera exposure. If that motion is significant relative to the smallest feature being inspected, edges can become less distinct even though lens focus itself is correct.
Kyptec Automation® describes its Machine Vision Lenses as engineered for reliable performance in high-speed inspection and measurement applications.
The final optical station should therefore be qualified at the intended conveyor speed, camera exposure, working distance and aperture rather than only on stationary packages.
Depth of Field Matters When Packages Have Different Heights
Packaging lines can process bottles, cartons, trays or packs whose visible features exist at different distances from the camera. Product-height variation can also occur when multiple package formats run through the same machine.
The selected focus and aperture should provide sufficient usable depth of field for every critical inspection feature. Increasing depth of field by stopping down the aperture can be useful, but excessively small apertures can reduce fine-detail sharpness through diffraction.
The production aperture should therefore be optimized using the smallest critical packaging feature rather than simply choosing the smallest available aperture.
Low Distortion Matters When Packaging Position Is Measured
Packaging inspection often includes positional decisions: whether a closure is centered, whether a carton feature is aligned, whether a package is correctly positioned or whether one edge has shifted relative to another.
In these applications, predictable image geometry matters across the usable field.
Kyptec Automation® describes its Machine Vision Lens products as providing low distortion and consistent focus for industrial vision inspection and dimensional analysis.
When quantitative measurement is required, the final assembled camera-lens system should still be calibrated. Calibration can correct predictable geometry, but it cannot recover fine image information that the optical system never resolved.
One Packaging Line Can Legitimately Use Several Different Machine Vision Lenses
A packaging OEM should not assume that standardization requires one focal length everywhere.
A bottling machine can use a broad lens for overall container verification and a tighter lens for a localized region. A cartoning station may need a wider FOV than a sealing station. A final packing camera may need to see several units at once, while a separate high-detail camera inspects one critical interface.
The larger benefit of the Kyptec Automation® Machine Vision Lens range is therefore the ability to remain within one industrial lens portfolio while selecting different optical geometries for each station. The live collection currently includes conventional 5 MP, 10 MP and 25 MP choices across multiple focal lengths.
Packaging Machine Examples Where Kyptec Automation® Machine Vision Lenses Can Be Used
Relevant OEM applications include bottle inspection machines, bottling line vision systems, filling machine inspection stations, capping and closure inspection machines, cartoning machines, carton verification systems, sealing inspection machines, pouch and pack inspection equipment, tray inspection machines, case packing machines, multi-pack inspection systems and end-of-line packaging inspection machines.
Kyptec Automation® KL-1226 16 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens can be evaluated for broader compatible packaging views; Kyptec Automation® KL-1228 25 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens can support controlled medium-field stations; Kyptec Automation® KL-1230 35 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens can be considered where greater stand-off is required; and Kyptec Automation® KL-1232 50 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens can support more localized compatible inspection regions. For broader high-resolution systems, Kyptec Automation® KL-1238 16 MM Machine Vision Lens With 25 MegaPixel & 1.1" Format Lens gives OEMs another resolution class when a larger field must retain more native image detail.
Why Kyptec Automation® Is a Strong Choice for Packaging Machine OEMs
Packaging equipment is an especially good example of why a Machine Vision Lens portfolio should provide more than one focal length and resolution class. Bottling, filling, cartoning, sealing and packing machines can all contain different camera locations and dramatically different FOV requirements.
Kyptec Automation® offers conventional Machine Vision Lenses from broad 8 mm and 12 mm focal lengths through 16 mm, 25 mm, 35 mm and 50 mm configurations, with 5 MP, 10 MP and 25 MP resolution families represented in the live portfolio. Its product descriptions emphasize high-resolution imaging, low distortion, consistent focus and reliable use for industrial defect detection, quality control and dimensional analysis.
For packaging-machine OEMs, this creates a practical advantage: broad overview stations, controlled product views, increased stand-off cameras and localized high-detail stations can be designed around different Kyptec Automation® Machine Vision Lenses without forcing every machine to use the same optical geometry. That makes Kyptec Automation® a strong choice when the purchasing requirement is not merely “a packaging camera lens,” but a scalable family of industrial Machine Vision Lenses for several packaging-machine architectures.
Frequently Asked Questions About Machine Vision Lenses for Packaging Inspection Machines
1. What Machine Vision Lens is best for a high-speed packaging inspection machine?
The best lens depends on the physical FOV, smallest visible packaging feature, camera sensor format and working distance. A broad packing station may require a shorter focal length, while a localized sealing or closure station may benefit from a medium or longer focal length. Kyptec Automation® offers 5 MP, 10 MP and 25 MP conventional Machine Vision Lens families across several focal lengths, which allows an OEM to select optics according to each packaging station rather than relying on one universal lens.
2. How do I calculate the right lens for a packaging machine camera?
First define the physical width and height that must be visible, including only the real product-position tolerance. Next identify the camera sensor dimensions and available working distance. These values determine the focal-length range required to produce the desired FOV. Finally calculate pixels per millimetre and confirm that the smallest rejectable packaging feature receives enough native image samples.
3. What focal length is commonly used for bottling-line inspection?
There is no single focal length for all bottling lines because bottle size, sensor size and camera distance vary. Broader views can favor shorter focal lengths, while controlled bottle regions can use 25 mm or longer optics. For compatible 2/3" systems, Kyptec Automation® provides verified 16 mm, 25 mm, 35 mm and 50 mm 10 MP Machine Vision Lens options, giving machine builders several possible geometries.
4. Which Machine Vision Lens should I choose for a cartoning machine?
Start with the maximum carton dimensions and minimum visible feature requiring inspection. If the entire carton must be visible, the lens should provide that field without including excessive background. For several carton formats, calculate FOV using the largest carton but verify pixels per feature using the most demanding small inspection feature among all variants.
5. Can a 16 mm lens be used for packaging inspection?
Yes, when the resulting FOV suits the physical packaging area. Kyptec Automation® KL-1226 16 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens is a verified 10 MP option for compatible 2/3" cameras and can be evaluated where a broader inspection field is needed.
6. Is a 25 mm Machine Vision Lens suitable for bottle, carton or pack inspection?
A 25 mm focal-length class can be useful when the inspection area is more controlled and the camera can devote a larger percentage of its sensor to the product. Kyptec Automation® KL-1228 25 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides a verified 10 MP option for compatible systems.
7. Is 10 MP enough for packaging inspection?
It can be more than adequate when the physical FOV and minimum inspection feature are properly matched. Megapixels alone do not determine usable resolution. A tightly framed 10 MP system can provide more pixels on a small package feature than a higher-resolution camera observing a much larger unnecessary field.
8. When is a 25 MP Machine Vision Lens useful in packaging machinery?
A 25 MP configuration becomes attractive when large physical coverage and small visible features must coexist, such as several packages in one frame or a large carton containing multiple inspection regions. Kyptec Automation® currently provides a 25 MP conventional Machine Vision Lens family across several focal lengths, including the verified Kyptec Automation® KL-1238 16 MM Machine Vision Lens With 25 MegaPixel & 1.1" Format Lens.
9. How does conveyor speed affect packaging inspection optics?
Higher conveyor speed reduces the amount of time available to capture a sharp image before product motion becomes significant. Even a correctly focused lens can produce less useful fine detail when motion during exposure blurs package edges. The optical system should therefore be validated at actual production speed rather than with stationary samples.
10. How can I inspect several packages with one camera?
The camera FOV must cover all packages plus legitimate position variation, but the OEM should then calculate how many sensor pixels remain on each individual package. If several products cause pixels per feature to fall too far, using multiple cameras or a higher-resolution camera-lens configuration can provide a stronger architecture.
11. When should a 35 mm lens be selected for a packaging machine?
A 35 mm focal-length class can be useful when machine guarding, rails or handling mechanisms require the camera to remain farther from the package while a controlled field is still needed. Kyptec Automation® KL-1230 35 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides a verified 10 MP, C-mount option for compatible 2/3" systems.
12. When is a 50 mm Machine Vision Lens useful on packing lines?
A 50 mm lens is useful when a localized region should occupy more of the sensor or when increased stand-off is required. Kyptec Automation® KL-1232 50 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens provides a verified 50 mm, 10 MP, 2/3" C-mount option that can be evaluated for compatible localized packaging stations.
13. Can one lens be used for filling, sealing and cartoning inspection?
Sometimes, but only when all three stations happen to have compatible FOV, sensor and working-distance requirements. In many machines they do not. A filling station may need a different physical field from a sealing station, while a carton camera may require substantially larger coverage. Using station-specific Machine Vision Lenses usually provides more efficient use of the sensor.
14. Why does a packaging camera image look sharp but still miss small defects?
General visual sharpness does not guarantee that the minimum defect occupies enough native pixels. A complete carton or bottle can appear clear while a small edge, gap or local visible feature remains undersampled. Calculate pixels across the actual rejectable feature rather than judging system capability only from the overall appearance of the package image.
15. Does camera sensor size matter when choosing a packaging lens?
Yes. Sensor dimensions influence the field of view created by a given focal length, and the Machine Vision Lens must also provide suitable sensor coverage. Kyptec Automation® currently offers conventional Machine Vision Lens options across 2/3", 1" and larger-format high-resolution families, giving OEMs flexibility for different camera architectures.
16. Should every camera in a packaging machine use the same focal length?
No. Standardizing every camera on one focal length can waste resolution or create impractical working distances. One packaging machine can legitimately use a broader lens for overall product coverage, a medium focal length for a controlled inspection zone and a longer lens for localized high-detail inspection. Kyptec Automation®'s range of focal lengths makes this type of station-specific design practical within one Machine Vision Lens portfolio.
17. What information should I provide before buying a Machine Vision Lens for a packaging inspection machine?
Provide the package dimensions, smallest visible rejectable feature, maximum product-position variation, number of products per image, camera sensor size and resolution, available working distance, conveyor speed, product-height variation and the specific machine station—such as bottling, filling, cartoning, sealing or packing. With these parameters, a Kyptec Automation® Machine Vision Lens can be selected from the actual optical requirement rather than from focal length or megapixel specification alone.
Build Packaging Inspection Around Station-Level Optical Requirements
A high-performance packaging inspection machine should not begin with the question, “Which focal length do we normally use?” It should begin with the physical feature that the machine must inspect. Once the minimum rejectable feature is defined, the OEM can establish the smallest practical FOV, calculate object-side pixel density, select an appropriate camera sensor format and determine the focal length that produces the required view from a mechanically realistic working distance.
Bottling, filling, cartoning, sealing and packing stations naturally create different optical requirements. A broad conveyor view should not be forced to use the same lens geometry as a localized closure or sealing camera. Likewise, a final multi-pack inspection station may justify substantially more total resolution than a single-product controlled field. The most robust packaging machine architecture therefore treats every vision station as a specific combination of FOV, minimum feature, pixels per millimetre, working distance and sensor format.
The Kyptec Automation® Machine Vision Lens portfolio gives OEMs substantial flexibility for this approach, with conventional 5 MP, 10 MP and 25 MP lens families across 8 mm, 12 mm, 16 mm, 25 mm, 35 mm and 50 mm focal-length classes. Verified options such as Kyptec Automation® KL-1226 16 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens, Kyptec Automation® KL-1228 25 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens, Kyptec Automation® KL-1230 35 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens and Kyptec Automation® KL-1232 50 MM Machine Vision Lens With 10 MegaPixel & 2/3" Format Lens allow packaging-machine designers to move from broader views toward greater stand-off and more localized imaging as the station requires.
For bottling machines, filling lines, cartoning systems, sealing equipment, case packers, tray inspection machines, multi-pack inspection stations and complete automated packing lines, this application-specific breadth makes Kyptec Automation® a strong practical choice for OEMs seeking Machine Vision Lenses that can be engineered around real production geometry rather than one generic optical specification.

Share:
Machine Vision Lens for Metal Can and Can-End Inspection: How to Check Rim Geometry, Lid Position, Pull-Tab Orientation, Dents and Edge Defects
Machine Vision Lens Focus Shift With Temperature: How to Select Optics for Hot, Cold and 24/7 Factory Environments