Real-World Examples Of Computer Vision In Quality Control For Manufacturing

In today’s manufacturing industry, quality control is a critical factor in ensuring that products meet the desired standards.

[{"selector":"#anim-ee881f61-363f-4d6f-822a-d450a0c8ec88","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-7c012140-bdcb-4f66-814d-de21e73cd621","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-df7554f4-a2e8-4e67-9362-44466948cfec","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8896a3bd-a644-4087-b90b-66d8ddd41a4e","keyframes":{"transform":["translate3d(0px, 134.25054%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

Automated inspection using computer vision has become a common practice in manufacturing.

[{"selector":"#anim-d84f37c9-68c4-4daf-9a13-469454292596","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-ce951026-10d3-4628-ac0c-cdf4734f7cc1","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-4ab520c9-c1c4-4345-b5ef-c234ddfe3a4c","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c37d785a-0e83-4b76-8390-f1ec9f97c332","keyframes":{"transform":["translate3d(0px, 177.88194%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

Image recognition is a computer vision technique that involves identifying objects or patterns within an image.

[{"selector":"#anim-ab712e83-0bef-4bd7-bd39-7a2cc4deac81","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-177e22c7-c5a6-4e2e-8a5a-8a1e2b8105a3","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-080f77ae-ccbe-4b59-b394-35c7182fede9","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-65ca1f39-7fb4-4718-94a8-5b7a1913fb77","keyframes":{"transform":["translate3d(0px, 153.01675%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

Object detection is another computer vision technique that involves identifying objects within an image and determining their location.

[{"selector":"#anim-b8f6225e-c604-45a1-8368-5bbe82da53db","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-08173b21-a5fc-40bf-9326-9dbd6d8bb2df","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-37a6267e-c102-4c3e-98c2-b5efdc50cd98","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-64349180-02a6-4403-bd33-2c289041c784","keyframes":{"transform":["translate3d(0px, 134.25054%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

The automotive industry has been one of the early adopters of computer vision in quality control.

[{"selector":"#anim-f1345ad8-cf09-4151-8692-f9e362ed6d60","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-86ddefd7-73f3-4e49-a36f-97a29c2c49b2","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-42c1dae8-92c3-4e4b-989a-0f0ed330d562","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f44b561a-a363-4329-9df3-94f53c2c7eec","keyframes":{"transform":["translate3d(0px, 177.88194%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]

The food processing industry has also been using computer vision in quality control.

[{"selector":"#anim-820bae37-566b-4fac-994e-04b244717a74","keyframes":{"opacity":[1,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-84ca1175-4724-43df-8ada-86ab3e986251","keyframes":{"transform":["scale(3)","scale(1)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] [{"selector":"#anim-1acc9c45-62c3-4a94-8ae4-f20158565b23","keyframes":{"opacity":[0,1]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-7b34277a-4935-441f-9def-6428dc7fdb1b","keyframes":{"transform":["translate3d(0px, 177.88194%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":3500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}]