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ENGINEERING IDEAS INTO REALITY

MODERN FACTORY / EDGE AI VISION

Task CamSee every step
Understand every cycle

AI camera for assembly stations with hands, verifies work sequence, times each step, and collects data for review through web browser

THB 46,500 / unit

Camera price · Pricing for accessories and installation offered separately

2 models to choose from · Standard / Pro Compare specs ↗Select mode suitable for the job
TASK CAM / SEQUENTIALExample of working screen
Task Cam Camera
AI inside the camera

Single station operation without server

View specs

Edge AIProcess at the workstation

Cycle TimeSee step time and cycle time

Video + CSVStore results for further analysis

THREE MODES / ONE WORKSTATION

Start with what you want to inspect

Select mode that matches job characteristics, then test camera angles, lighting, and movement at the actual station

01

Sequential

Follow the correct sequence

Verify hand movement according to the specified steps, including timing each step and the entire cycle

02

Completion

Complete all steps

Check completeness of work without enforcing sequence, suitable for interchangeable steps

03

Skeleton

Understand postures

Read full body postures at 17 points to study movements and adjust workstation according to ergonomics principles

Use Skeleton to adjust the workstation and ergonomics. Employees should be informed before use and it should not be used to evaluate or punish individuals

FROM MOTION TO WORK INSTRUCTION

From working image to usable data

Example screen from Task Cam presentation
The appearance of the program may differ depending on the version

01 / MOVEMENT

See systematic movement

See posture points and time data to study working patterns

02 / WORK INSTRUCTION

Use work steps to create manual

Use images and video of work steps to explain each step

See working method and connection details

Is it suitable for your work?

Who is it suitable for?

Production department, IE engineers (industrial engineering) and training teams that manage assembly stations using human workers

Prepare information before talking

Example video of work steps, camera installation positions at the station, and conditions to be checked. If using Skeleton mode, prepare an employee notification plan because this mode adjusts the station, not individual assessment

Summary

  • Task Cam comes in standard and Pro versions, mounted above the workstation to monitor and count completed workpieces at each station without requiring a server
  • Task Cam has 3 modes: Sequential work sequence verification, Completion work completeness verification without enforcing sequence, and Skeleton full-body posture recognition at 17 points for ergonomic station adjustment
  • At a distance of 65 cm, Task Cam sees an area of 14×20 cm, and at the farthest distance of 80 cm, it sees 16×23 cm (lens 12 mm). Larger areas must be evaluated from the actual work site images first.
  • Each round of work results in a video, a CSV file, I/O signals (input-output signals to other devices), and an HTTP API (a channel for other systems to pull data) in JSON format, which can be passed to nimitFlow or NAS (network file storage) of the factory.
  • Task Cam is used for step-by-step process monitoring. The camera price is 46,500 THB per unit, and accessories and installation costs are quoted separately.

Who is Task Cam suitable for and what problems does it solve?

Task Cam is suitable for production departments, line supervisors, and Industrial Engineers (IE) in factories with multi-step manual assembly processes. Task Cam solves 2 issues: workers skipping or switching steps without anyone noticing, and factories lacking real-time cycle times for each step to balance workloads. The camera looks down from above the workstation and automatically records both the sequence and time.

Multi-step manual assembly work is prone to errors when repeated throughout a shift, such as missing a screw or reversing the order of inserting pins. Line supervisors cannot simultaneously inspect every station, and the actual time taken for each step is rarely recorded by anyone.

Task Cam Users

  • Production departments and line supervisors who want every piece to go through all steps in the correct sequence (Poka-Yoke - mistake-proofing mechanism from human error)
  • IE engineers who need the actual time for each step to find standard times and steps that take too long
  • Training teams who need to make Work Instructions manuals from actual work
  • Teams that want to observe working postures to adjust workstations according to ergonomics principles
On-site problemsHow does Task Cam help?
Employees skip steps or switch sequencesSequential mode ensures step-by-step execution according to order. The frame on the screen indicates which step should be performed next and can send signals through the I/O port, such as controlling a Tower Lamp (signal light on the pole).
Do not know which step takes longer timeRecord cycle time for each step and round in CSV file to find standard time and bottleneck step before balancing production line work
Have to count workpieces themselvesCount completed workpieces on the screen immediately
Creating Work Instruction documents takes too longAutomatically take photos or record video of actual work, then export as digital manual according to desired format

Examples of tasks that can use Task Cam include assembly work, electronic assembly such as inserting pins or screwing screws onto circuit boards, and component inspection work where employees must point out defects at specified points.

How does Task Cam verify work sequence from employee's hand?

Task Cam verifies work sequence using detection frames placed on the image of the workstation. The AI on the camera detects the employee's hand. The system administrator places detection frames at the points where the hand needs to go in each step, and arranges them in work sequence. When the hand enters the correct step's detection frame, the system records the time and moves on to the next step automatically. We can help design detection frames and work sequences that match your station.

Frame color on screenMeaning
YellowNext step to be done
GreenCurrently doing this step, system records time and automatically moves to next step
RedCannot do this step yet because it is not the right sequence

3 modes of Task Cam

ModeWhat to checkSuitable for which types of jobs?
SequentialStep-by-step process from hand movement, such as 1 → 2 → 3, along with counting completed workpiecesFixed order tasks, such as screw tightening sequence on circuit board
CompletionCompletes all steps without forcing a sequence, while immediately counting workpiecesWork that can be reordered but must not skip any step
SkeletonFull body posture at 17 points, such as head, shoulders, elbows, wrists, hips, knees, ankles, along with timing start-end of each cycleObserve postures and movements according to ergonomics principles to adjust workstation and working methods

Using the Skeleton mode with employees

The Skeleton mode uses posture analysis to adjust workstations and ergonomics, it is not an assessment or punishment tool for individual employees. The factory must inform employees beforehand what data the camera collects and how it will be used.

Dashboard has Sequential (work order) and Skeleton (posture) views to choose from based on the type of work. Task Cam comes in Standard NPU 1.0 TOPS and Pro NPU 3.0 TOPS models that process AI internally and install Task Cam software onto the camera. All values are listed in the table below.

Steps to start using

  1. 1

    Power the camera

    Connect the camera to the power adapter

  2. 2

    Network connection

    Standard model connects via Wi-Fi 6 · Pro model connects via LAN RJ45 10/100M through Router or Switch in the same network as viewing device

  3. 3

    Connect display device to the same network

    Connect the PC, tablet, or Smart TV to the same router as the camera

  4. 4

    Open the camera’s IP address in a browser

    Enter the camera IP (port 8000) to access the web app, view live images and check work sequence immediately. User account on Line is separate from the administrator's setup account.

What data does Task Cam provide and where can it be sent?

Task Cam provides various types of data, including screen values, video per cycle, CSV files, signals or APIs for other systems, and Work Instruction manuals. Single station results can be viewed immediately through the browser. If multiple stations need to be combined, send files to NAS (network attached storage) or nimitFlow.

Screen valuesmeans
Counterthe number of completed pieces in that session
Working Statethe system stage, e.g., 1/3 of 1/6 means processing Frame 1 of 3 in Stage 1 of 6
Cycle Time · Average Cycle Timethe total time of the steps that the system times in that cycle and cumulative average in the process
Session Start · Session Stopstart and end time of the assembly or operation cycle (displayed in Skeleton mode)
channelsWhat do you get?
Video (.mp4 / .webm)Video clips are saved as separate files by work cycle — in Skeleton mode, from Start to Stop; in Sequential mode, according to the configured work element (Element). Use them for work reviews and manuals
CSV file in Sequential / Completion modeRecording time, start-end cycle time (seconds), working state counter, counting mode, stage/step number, used model, and processing time (ms)
CSV file in Skeleton modeTime, average confidence value, and coordinates (x, y) of points on the body, NaN cells indicate occluded points
HTTP API (JSON)Counter value, counting mode, camera name, step status, time, and AI processing time (ms) for other systems to pull the latest status
I/O signalsI/O keybindings and I/O API to control Tower Lamp or send signals to check cameras when tasks are completed
nimitFlowSend logs and CSV files for consolidation, create graphs, and further analyze on the central platform
Factory data storageSend coordinate files, videos, and results reports to the specified database or external file storage, such as NAS
Work Instruction ManualGenerate digital manuals from images/videos of actual work into desired document formats
Example CSV file of Task Cam Sequential mode opened in spreadsheet program, with columns time_iso, start_time, stop_time, cycletime, working, counter, model and countermode, along with descriptions for each column
Example CSV file in Sequential mode (some columns) and descriptions from product documentation

What tasks is Task Cam suitable for and what tasks is it unsuitable for?

Suitable for manual assembly or inspection tasks at a single station, where the workspace is within the view of the Task Cam. Not suitable for defect inspection of workpieces using images, nor is it a CCTV camera, as it detects movements of hands and records videos in separate clips based on work cycles.

JobIs this suitable for Task Cam?Reasons or things to do
Manual assembly tasks with a fixed sequence, such as screwing on a circuit boardSuitableSequential Mode verifies the work sequence from hand movements
Reversible work but must not skip stepsSuitableCompletion Mode checks completeness without enforcing sequence
Find standard time and bottleneck stepSuitableCSV file contains cycle time per step and per cycle
Observe posture to adjust workstation according to ergonomics principlesSuitableSkeleton Mode reads full body pose at 17 points and employees must be informed before use
Evaluate or penalize individual employeesNot suitableTask Cam adjusts workstations and methods, does not evaluate individuals (see above for Skeleton Mode policy)
Employees wear glovesTest firstHandglove model available for white gloves, but real gloves may require additional training
The worker's hand moves very fastTest firstThe processing speed of the camera must keep up with the hand movement, send us a clip of the work face for evaluation
The working area is wider than 16×23 cmEvaluate firstSend an image of the work face for us to evaluate the installation position
Inspect defects of the workpiece from the imageNot suitableUse another camera to inspect the workpiece, which Task Cam sends I/O signals to control when completed
Continuous video recording like a CCTV cameraNot suitableTask Cam records clips according to the work cycle or time period set

On-site conditions that need to be known before installation

TopicDetails
Camera-to-workpiece distance65 cm view area 14×20 cm, farthest view 80 cm, view area 16×23 cm (lens 12 mm)
InstallationMounted from above the workstation, attached to tripod or arm mount through 1/4"-20 threaded hole under camera body
Resolution used by AI for processing640 × 448 pixels (supports up to 800 × 600)
Worker's handSelect Hand (bare hand) or Handglove (white glove) model, adjust Confidence Threshold (confidence threshold) and Capture Duration (capture duration). Real gloves, even white ones, may require additional training from on-site images.
Inspection regionOne frame image allows no more than 6 bounding boxes and must not overlap. If the same position needs to be checked repeatedly, set it in the next frame.
NetworkStandard model connects via Wi-Fi 6 · Pro model connects via LAN RJ45 10/100M through Router or Switch in the same network as viewing device
LightingThe product documentation does not specify the minimum light value yet. We estimate from the images or video clips you sent.
Camera heatCPU temperature must not exceed 85°C. It should be installed in a well-ventilated area. The System Monitor screen shows CPU usage, RAM temperature, and storage space.
Use multiple cameras in seriesWhen multiple cameras are ordered through I/O, the Device Automatic Start mode must be turned off so that each unit waits for a signal before starting.

The product documentation does not specify weight, IP water and dust resistance level, and operational temperature range. If your workplace has dust, water, or high heat, please inform us during the assessment.

Higher processing models are in the development plan

If the job requires more processing or uses multiple models, please inform us during the assessment.

What kind of jobs we have tried and configured Task Cam sets for, and what we learned

In B.E. 2569, we trialled and prepared Task Cam sets for 2 projects. These 2 projects are still in progress and are not yet in full operation. The first is a trial on an assembly line; the second is an equipment set for 1 workstation. The other 2 projects below concern cycle timing and work posture, but did not use Task Cam

In B.E. 2569, we installed Task Cam in Sequential mode alongside another Task Cam in Skeleton mode at a workstation on an automotive parts manufacturer’s assembly line. The POC (Proof of Concept — testing before full operation) trial is ongoing. The system saves video clips and CSV files for every step to NAS, and we have provided an operating manual for the on-site team

In B.E. 2569, we sourced, assembled, and delivered a Task Cam set for 1 workstation to a general manufacturing factory. It includes a camera on a 5-axis mounting arm, an Intrigger button for start/stop and reset, a Wi-Fi 6 router, NAS, and a tablet display. The customer ordered equipment only, excluding our installation service. Delivery and demonstration are complete; output-signal testing is ongoing

We previously implemented cycle-time measurement with video using another system. In B.E. 2562, we piloted it on 1 production line at an automotive parts manufacturer. It measured Cycle Time at each workstation from PLC (machine controller) signals and let users click a graph point to open video from the same period. It used IP cameras and a separate processing board, not Task Cam

In B.E. 2569, we held a 1-day ergonomics workshop for 5 groups of trainees, teaching the RULA, REBA, and NIOSH work-posture assessment tools, with a slide-based case study of an AI camera counting work cycles. No Task Cam was installed for this workshop. Participants assessed posture using their groups’ own estimates, not camera data

What we learned

  • The gloves employees actually wear affect hand detection. On the assembly line, workers wear white cotton gloves and work quickly, so we trained a new hand detection model using real gloves from the worksite.
  • Camera processing speed must keep up with hand movements. For this actual-use job, we planned to use higher-specification cameras for processing.
  • When storing clips on NAS, the order of device startup matters. During testing, we specified steps to ensure NAS was ready before the camera.
  • For the 1-station set, the customer ordered equipment only, without installation, and prioritized an operating manual. We assembled the set before delivery. Output-signal testing remains in progress, so the signal destination should be clearly defined before use
  • The B.E. 2562 pilot project required immediate video review of unusually slow cycles, so we linked Cycle Time graph points to video from the same period. Timing data should therefore be stored with video from the outset

What does it mean to you?

Before providing a quotation, we ask for a video of one work cycle filmed from above the station, with the operator wearing the gloves actually used on the job. We use it to check whether the Hand or Handglove model works or needs additional training, and whether the camera can keep up with the hand movements

We recommend starting with the station that has the clearest work sequence problem, then defining the camera specifications and installation methods for other stations. If you install it yourself, make sure the end points of the I/O signals and the order of NAS startup are clear before the actual usage date.

Models and what's included in the box

What's inside the box
-- Inquire for details of the desired model and set from the team

Warranty
-- Inquire for details of the desired model and set from the team

Technical specifications

STANDARD / PRO

Select processing power suitable for the task

Task Cam There are 2 hardware models. Choose the standard model for Wi-Fi connectivity or the Pro model for higher processing power and LAN networking.

Compare specifications Task Cam Standard and Pro models
SpecificationsStandardSTANDARD / Wi-Fi 6Pro3 TOPS / LAN RJ45
Image Sensor1/3″ · Supports up to 800 × 600SONY IMX415 1/2.8″ · Supports 4K
CPU1.0 GHz1.6 GHz (RV1126B-P)
AI NPU1.0 TOPS3.0 TOPS
RAM256 MB DDR31 GB
Storage8 GB16 GB eMMC
NetworkWi-Fi 6LAN RJ45 10/100M
Power supply5V @ 500 mA (2.5W)DC 5V (< 5W)
SoftwareTaskcam On-Board
Pro · Increased performance by 2-3 times

According to the manufacturer, the Pro model is 2–3 times faster and more accurate than the standard model. Actual results depend on the AI model, task, lighting and installation. Test with your actual application before choosing a model.

4K refers to the resolution supported by the Pro sensor model, while resolution and AI processing speed depend on the model and settings

SizeStandard model: Length 10 cm, excluding antenna · Camera face 4 × 4 cm · Pro model size, inquire team
WeightAsk about the confirmed values for your model and intended use
Operating temperatureAsk about the confirmed values for your model and intended use
Water and dust protection level (IP)Ask about the confirmed values for your model and intended use
Power supplyStandard: 5V @ 500 mA (2.5W) · Pro: DC 5V (< 5W)
ConnectionStandard model connects via Wi-Fi 6 · Pro model connects via LAN RJ45 10/100M through Router or Switch in the same network as viewing device
AI modelHand · Handglove (white gloves) · Skeleton 17 points
OutputVideo .mp4 / .webm · CSV · HTTP API (JSON) · Selected I/O signal set
AccessWeb browser via IP camera — Tablet / Smart TV / PC · Separate user account for Line face and administrator
Lens and installation distance for standard modelLens 12 mm · Distance 65 cm covers 14 × 20 cm · Distance 80 cm covers 16 × 23 cm
Mounting for standard model1/4 inch-20 threaded mount under camera

Compare hardware based on the latest standard and Pro models. Select inspection mode and test connection with on-site equipment before installation.

Architecture and Connectivity

Start from the camera at the workstation, connect to the same network, then view results through a browser. Add signal transmission-reception equipment and data storage according to the work scope.

Standard model connects via Wi-Fi 6 · Pro model connects via LAN RJ45 10/100M through Router or Switch in the same network as viewing device

01

Camera and workstation

Mount the camera above the assembly area and power it through an adapter. The camera checks work sequence and timing internally.

02

Network and display

Camera and PC tablet or Smart TV are on the same router network, open web with camera IP

03

Expand according to usage

Use InTrigger to control work cycles, send status to Tower Lamp via I/O or add NAS to store video and CSV

Single station does not require a server, NAS and nimitFlow are optional when file storage or multi-station data consolidation is needed. Additional equipment and connections are arranged according to agreed scope.

Connectable system

System Requirements

  • Standard model connects via Wi-Fi 6 · Pro model connects via LAN RJ45 10/100M through Router or Switch in the same network as viewing device
  • A tablet PC or Smart TV that can open a web browser — no need for additional software
  • 5V power adapter for each camera
  • No server needed for a single station because cameras process independently
  • Combine data from multiple stations: Add central file storage, such as NAS and central analysis unit or nimitFlow

Licensing Models

Price quote based on project scope

Task Cam camera price is 46,500 THB per unit, accessories and installation quoted separately according to scope of work

  • Task Cam software pre-installed on the camera
  • Station equipment set includes gripper arm, router, tablet screen, InTrigger button, or NAS

Industries Used

  • Automotive — Assembly work
  • General manufacturing — Employee workstations

How to start using Task Cam

Task Cam does not have software to download, the software is on the camera itself. We arrange equipment sets according to work stations, help set up detection frames and work sequences to match your station, and evaluate settings on-site. Send us details of what you want to inspect, and schedule a demonstration with your actual workpieces.

What to prepare

  • Top-down video clip from the workstation station showing the worker's hands throughout one complete cycle
  • The steps to be checked and the steps where workers often make mistakes
  • The size of the area that needs to be seen by the camera and the height at which the camera can be mounted (operational range not exceeding 80 cm from the workpiece)
  • Whether the worker wears gloves and if so, what type and color
  • On-site network (Wi-Fi 6 for standard models or LAN RJ45 for Pro models) and devices used to view results, such as tablets or Smart TVs
  • Signals or end systems to which the results need to be sent, such as Tower Lamp, inspection camera, NAS, or nimitFlow

Related spare parts

Frequently Asked Questions

What are the differences between the standard version and the Pro version?

The standard version uses a 1.0 GHz CPU, 1.0 TOPS NPU, 256 MB DDR3 RAM, and Wi-Fi 6. The Pro version uses the Sony IMX415 sensor supporting 4K, a 1.6 GHz CPU (RV1126B-P), 3.0 TOPS NPU, 1 GB RAM, 16 GB eMMC storage space, and a 10/100M LAN RJ45 port. According to the manufacturer, the Pro version is 2-3 times faster and more accurate than the standard version. However, actual performance depends on the AI model, job characteristics, lighting, and installation. It is recommended to test with real work before choosing the version.

Do you need a server? Where are the videos and inspection results stored?

A single station does not require a server. Task Cam processes AI inside the camera and displays results through a web browser on a tablet PC or Smart TV on the same network. Videos and CSV files are recorded separately for each cycle and can be transferred to the factory’s NAS or nimitFlow, and other systems can pull the latest status via a JSON HTTP API.

Does the camera still detect hands when workers wear gloves?

Yes, but it must be tested with actual gloves first. Task Cam has a Handglove model for white gloves, separate from the Hand model for bare hands. On an assembly line for automotive parts, workers wore white cloth gloves and worked quickly, so we trained a new model with real gloves from the production site.

Can Task Cam observe the posture of workers and do workers need to be informed?

Yes, in Skeleton mode, it reads the full body posture of 17 points to adjust the workstation and working methods according to ergonomics principles. This mode is not a tool for evaluating or punishing individual workers, and the factory must inform workers beforehand about what data the cameras collect and how it will be used.

What is the difference between Task Cam and LearningCam?

They are separate products. LearningCam is an Edge AI camera that runs the TaskCam hand detection model or the Skeleton model. On the other hand, Task Cam here is a step-by-step assembly process inspection camera for assembly stations. It has Sequential, Completion, and Skeleton modes, sends I/O signals, and creates Work Instructions. If you're unsure which one to use, send us details about your work for recommendations.

What is the price of Task Cam and does it include installation work?

The price of Task Cam camera is 46,500 THB per unit. The accessories and installation work are quoted separately according to the scope of work. We provide a quotation for the installation work, which can be selected based on the project. For trial installations on assembly lines, we install at the workstation and train the model using real gloves from the site. Another job, we deliver as a complete set of accessories without including installation work.

Send a clip of one full cycle of work from above the station, then schedule a demonstration of Task Cam with your actual work.