Computer Vision
We set up line quality control, document recognition, and video analytics. Work starts with samples and capture conditions; rollout includes cameras, a server, and links to record systems.
When you need this
- →Inspectors cannot examine every manufactured unit
- →Data from paper documents is re-typed into systems manually
- →You need automatic counting of objects on video: people, vehicles, goods
- →Safety compliance needs monitoring
What's included
- Line quality control: defect detection in real time
- Document recognition: waybills, invoices, acts, handwritten forms
- Video analytics: people and object counting, zone and PPE monitoring
- Data collection and labeling, recognition setup for your products
- Connection to cameras, lines, and ERP systems
- Dashboards and alerts for operators and managers
Process
How we work
- 01
Initial conversation
We clarify the context, arrange a call, and sign an NDA before materials are shared if needed.
- 02
Preliminary assessment
We review the process, data, and existing systems, then prepare an approach and sequence of work.
- 03
Plan and contract
We describe the first milestone: the work, the acceptance result, and the required time and budget.
- 04
Pilot and development
The first milestone may validate the riskiest part. The remaining work and acceptance process are stated in the plan.
- 05
Launch and support
We run acceptance and transfer milestone deliverables after payment. Documentation and training are included when the client needs them.
Post-launch support
We fix warranty defects for three months after delivery. Ongoing support, monitoring, and development are covered by a separate agreement.
Questions and answers
What accuracy is achievable in practice?
It cannot be quoted without samples. Defect size, line speed, lighting, and the acceptable false-positive rate all matter. We test on a separate sample of client products.
Do we need to buy special cameras?
Existing IP cameras may be enough, or the site may need different optics, lighting, or placement. A site review and test recording determine this.
Will the system work without internet?
This may be possible if site equipment and requirements allow it. Local processing feasibility is checked during assessment.
How long does implementation take?
Validation on recorded video or samples takes three to six weeks. A line rollout also needs data collection, installation, testing, and operational approval; four to eight months is typical.
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Learn moreGet a preliminary assessment
Describe the task. After reviewing it, we will propose a call and a list of materials for an initial assessment.
contact@amplifylab.it.com