Success Stories

Over the past years, Metrici developed so many custom projects with AI cappabilities. For near each one of them a special training was done for the deep neuronal network to rocgnize different objects or situations, as our client needed. Some of them are adaptation of the standard offer. For example, a human is detected, but afterwards Metrici must identify other elements in the frame to know if certain conditions are met or nor and raise alarms. Get inspired by our work.

Food industry – bakery

Dedicated AI training

Metrici checks a conveyor belt line along of which human operators make different bakery products

Metrici checks what kind of product is made out of 24 classes

Using, Line Counter engine it also checks how many products each operator makes in a shift

Report the total of products for each shift as well as pieces made by each worker

In a second installment, cameras in selling points are used to coordinate production with sales

Metrici monitors the selling windows and number of sales for each product and quantity remained

When product is approaching out of stock, an alarm is sent to headquarters to deliver product

Monitoring of pedestrian traffic around the stores to see conversion rate of passers-by into buyers.

Auto industry production line

Dedicated AI training

Production line in auto industry

Fuel filters production monitoring

Metrici checks for defects of the products

An alarm is triggered when one or more are detected

Services – waste disposal

Garbage trucks company monitoring

Metrici permanently checks what kind of garbage is loaded into trucks out of three classes

Metrici Line Counter is used to count and record events (each garbage load) as they are happening

A GPS is also used as each event is stored in database along the exact location

For example, two bags were loaded at this exact location with these coordinates

The operator wants to know where and what quantity of garbage was loaded to properly invoice clients

Also, it checks to see if the operators are not loading prohibited or a bigger quantity than permitted

Services- safety equipment

Hard working environment monitoring – construction sites, production lines, heavy machines operators

Metrici distinguish between helmets, harness and safety vests or different uniforms

Metrici Area Counter and people detection capabilities are used

Special training is done for every project if situations are different

Metrici checks for humans in the area. It verifies that each one has helmet, harness, vests or appropiate uniforms

In the Metrici interface, one can set when to trigger an alarm: no vest, no helmet, no harness no proper uniform or any combination of those

Production – textile industry

Textile industry production line monitoring using Area Counter and special DNN training

Fabric roles production

Metrici identifies roles

It counts how many fabric roles are on the production line at any given time

Productivity rate measurement

Production speed measurement

Reports hourly/daily/monthly pieces

Metrici temperature reading and mold inspection

Production – auto industry

Car seats production company

Metrici watches the production line using Area Counter

Special AI training was made for the project, for each mold and its characteristics

It identifies what kind of mold is on the production line out of over 35 classes

Secondly, it checks for defects: presence or not of special magnets and wires inside the mold – placed by human operators

Thirdly, it triggers another detection on a thermal camera

Metrici measures the temperature

It verifies that temperature is good according to the class of the mold

If anything wrong: temperature outside the range or wires missing, an alarm is triggered and production is stopped

Metrici instructs the robotic arm to not pour the foam into the mold – as a defect would result

Result: reduce number of defects which were due to human errors

Production – auto industry

Car detailing and interior parts automotive industry

Metrici checks the production line with Area Counter

Dedicated AI training

It identifies what kind of piece is on the conveyor belt out of over 20 different classes

Counts how many there are in any given time

In a second detection area, it checks on what kind of tray they are – other 20 classes

Does an OCR reading to verify the tray is the “pair” one with the pieces and not from another type of piece

If anything wrong an alarm is triggered and the robotic arm gets a command to not paint the pieces

Access to number of pieces per day, production quantity and quality check

Production – chemical industry

Dedicated AI training

Metrici is watching a cable car line using three different solutions

1. A detection engine is analyzing the images in search for bearings on carts

When bearings are detected another engine is triggered to measure their temperature using a thermal camera

If overheat is detected, an alarm is triggered

2. In another point of the funicular, Metrici is looking for the transportation carts

It verifies the position of each one

If it stays upside-down after a certain point, an alarm is triggered to stop the line

3. Another engine does an OCR on the cart to register its identification number

Marina management

Metrici is watching the entrance and exits in marinas

It is also checking the docks

With Line Cunter is tracking the boats that are crossing a virtual gate

An event is recorded with timestamp, direction, photo and other data

Each boat is classified according to its class, out 8 types

It knows how many boats are inside the marina and what is the flow – in and out count

A secondary camera is used for Metrici to read the name of the boat

In some locations, Metrici measures the length of the boat using special developed algorithm based on GPS reading

Also, a PPD engine is used to monitor some docking spots to see availability

Example: a large marinas operator is using Metrici to know number of ships in its locations in the Mediteranea Sea entering and exiting, their name an lengths. It has records with all activity and a centralized operation.