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How Computer Vision in Agriculture Helps Track Bee Population and Health

Computer Vision in Agriculture

How Computer Vision in Agriculture Helps Track Bee Population and Health

Timspark used AI to make mobile computer vision software to track the beehive life. We also predict how the bee population will grow and how healthy it is overall.

#AI

#MobileDevelopment

#ComputerVision

Client*

It was Timspark’s internal project. We were eager to independently grow expertise in Machine Learning and built an ML-powered app with prediction functionality for agriculture.

Project in numbers

duration

6 months

team

4 specialists

Team involved in the project

industry

Agriculture

solution

Mobile computer vision software for beehive tracking

technologies

Python, PyTorch, YOLOv3, Google Cloud Platform, DigitalOcean, Swift 5

1 x Lead Data Scientist

1 x iOS Developer

1 x Data Engineer

1 x Project Manager

1 x QA

HIRE THE TEAM

Challenge

Our team did it all for this project – from planning the product’s architecture to labeling the data and training the neural network. This hands-on approach to computer vision services helped us become experts in the field and led to a fully working product as the outcome. We tackled a set of machine learning challenges and industry-related standards of using computer vision in agriculture, too.

Solution & functionality

Our ready-made solution is a mobile app that uses computer vision in agriculture to count bees in the hive accurately. It also creates user-friendly charts and graphs, making it easy to monitor the hive’s growth and health.

Object detection for beehive population count and health tracking

We have harnessed object recognition technology, so now it is possible to scan and instantly figure out how many bees are in the hive. Also, the solution helps distinguish the regular bees from the queen bees.

A modern user-friendly mobile app

Our team built mobile computer vision software from the ground up with an easy-to-use interface. We also added a feature where a client can get automatic reports about the hive’s status using the information uploaded.

Results and business value

We’ve successfully crafted computer vision solutions for iOS, designed to assist beekeepers in caring for their beehives more effectively.

Benefits 

Our app offers a major time-saving advantage. With traditional manual inspections taking up to an hour per beehive, our computer vision services help beekeepers inspect a hive in just 10 minutes or even less.

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    Telehealth solution: 5-7% boost in financial results

    Telemedicine app
    Telehealth solution: 5-7% boost in financial results
    Timspark addressed the client’s need in telehealth app development and created native iOS and Android applications, integrating them in the SaaS healthcare environment.

    #telehealth solution

    #mobile development
    #ios #android

    Client*

    Our client is a telehealth software vendor specializing in platform-driven digital health solutions and white-label applications.
    *We cannot provide any information about the client or specifics of the case study due to non-disclosure agreement (NDA) restrictions.

    Project in numbers

    duration
    2021 — Ongoing
    team
    8 specialists

    Team involved in the project

    industry
    Healthcare
    solution
    Remote patient care app
    technologies
    Native Android (Android Studio 4.1.0+, Kotlin), Native iOS (Objective-C, Swift)

    2 x iOS Developers

    2 x Android Developers
    1 x Project Manager
    1 x Business Analyst
    1 x UI/UX Designer
    1 x QA Engineer
    HIRE THE TEAM

    Challenge

    The main goal was to create a telehealth solution for iOS and Android platforms that would work seamlessly with the current telehealth web platform in the SaaS healthcare software system.

    Related objectives

    Incorporate video conferencing functionality
    Guarantee HIPAA adherence
    Achieve smooth integration

    Solution & functionality

    The team crafted a digital healthcare solution for remote medical care available on both iOS and Android. While working on telemedicine app development, we considered every facet of the healthcare process, from appointment scheduling to reimbursement processing. This resulted in the creation of two modules: one for physicians and one for patients.

    Patient module

    Security

    To get access, users should pass through multi-factor authorization. As the product targets the US market, this measure is especially crucial regarding HIPAA-compliancy rules.

    Personalization features

    Patients input their symptoms into the chatbot, and the system correlates them with relevant physicians.

    Easy scheduling

    All healthcare workers have their profiles with comprehensive information, like experience, education, and timetable. Patients receive smart suggestions from the chatbot or can choose the available doctors in the list via filtering and schedule a consultation. After confirmation from the doctor, the system sends a push notification to the patient.

    Multimedia integration

    For doctor-patient consultations, the telehealth solution offers video calls. All electronic appointments are securely recorded and saved in a HIPAA-compliant cloud. When necessary, participants can exchange text messages and multimedia content. After the e-visit, patients are encouraged to give feedback and evaluate the doctor’s performance. Ultimately, the doctor devises a treatment plan, schedules necessary lab tests, prescribes required medications and organizes the next appointment.

    Physician module

    Functionality for physicians and the administrative staff

    Within the telemed app, doctors have access to timetables, can validate appointments, engage in electronic consultations, prescribe medications, and generate treatment outlines. They are able to access the patients’ profiles to monitor vitals, medication intake, view appointment history, and analyze medical records.
    As for the administrative staff, all the critical data is synchronized within the app which can be effortlessly linked with in-house telehealth software solutions, and the administrators can easily oversee reimbursement and healthcare billing processes.

    Results and business value

    The team crafted native applications for iOS and Android for remote healthcare, seamlessly merging them into the client’s healthcare software setup. We provide ongoing support and implementation of new functionality for the released product.

    HIPAA compliance and secure PHI

    Reduced costs for healthcare delivery

    Expected 5-7% boost in economic results

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    We appreciate your interest in Timspark

      Mobile Banking App Development: Applications as a Digital Wallet

      E-payment platform
      Mobile Banking App Development: Applications as a Digital Wallet
      Our team developed iOS and Android applications from the ground up, with instant payment functionalities (P2P, C2B, B2B) and banking account management.
      #Banking
      #MobileDevelopment

      Client*

      Our client is a large IT company providing software development and IT consulting services for businesses and organizations, selected as a general contractor for a government project, Therefore the government financial regulator acted as the end customer.
      *We cannot provide any information about the client or specifics of the case study due to non-disclosure agreement (NDA) restrictions.

      Project in numbers

      duration
      2+ years
      team
      12 specialists
      efforts
      10 000+ hours

      Team involved in the project

      industry
      Banking, Information Technology
      product
      E-payment platform
      technologies
      ?
      6 x Developers
      ?
      1 x Business analyst
      ?
      1 x Project manager
      ?
      2 x QA specialists
      ?
      1 x Solution architect
      ?
      1 x UX/UI Designer
      HIRE THE TEAM

      Challenge

      The major objective for the team was to create a transparent and easy-to-use digital system for instant electronic payments with modules for personal data security, fraud protection, and others.

      Related objectives

      Digital payment infrastructure
      Availability of financial services
      Resilient system security
      Effective fraud detection

      Solution & functionality

      In order to protect confidential data, we integrated a multi-factor security system using data encryption, TLS 1.2, SSL Pinning, and checking for rooted devices. The processing itself is performed by a third party.

      Smooth user experience

      As it was crucial to guarantee an immersive user journey, we backed the smartphone solution with a range of essential characteristics and capacities.
      Our development team has enhanced the mobile application with extensive payment options. Users can make transfers and payments (via QR codes as well) on an account-to-account basis by account number, email or mobile phone number. Individual and corporate users can replenish their accounts, as well as make requests for payment (for instance, to split the bill).

      Digital wallet inside the application

      To use the app, customers are required to connect their bank card/s and undergo the authentication process, providing details such as the bank’s name, account number/card information. The amount of cards the user can link, regional or foreign, is unlimited. After the registration and veri?cation process, users get access to the digital wallet.

      Personalization

      The app gives users flexibility and a range of personal budgeting features. Thus, it allows users to check the payments record, get detailed reports on incoming and outcoming transactions, set goals, and receive notifications to be on top of the spending limits.

      Results and business value

      The team implemented a user-friendly e-payment application ecosystem with integrated modules and launched iOS and Android apps within the set deadline. The final product was successfully used by citizens of the whole country and tourists.
      System with top-level security
      High-performing iOS and Android apps
      User-friendly interface
      Feature-rich functionality
      Customer satisfaction
      The team got positive feedback from both the customer and the end-user on the exceptional standard of development and efficiency of the app, as well as the effective communication throughout the project.

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      We appreciate your interest in Timspark

        Mobile Data Security Software for Telecom Provider

        Mobile security app

        Mobile Data Security Software for a Telecom Provider with 9.5M Users

        As a part of a global team, our talented engineers built iOS and Android mobile security apps for a prominent US telecom giant.

        #Security

        #DataProtection

        #MobileDevelopment

        Client*

        A worldwide cybersecurity software leader, delivering cloud endpoint security for major enterprises while safeguarding data and ensuring regulatory compliance.

        *We cannot provide any information about the client or specifics of the case study due to non-disclosure agreement (NDA) restrictions.

        Project in numbers

        duration

        2021 – Present

        team

        7 specialists

        Team involved in the project

        industry

        Cybersecurity, Telecom

        solution

        Mobile Security Application

        technologies

        Swift, Objective-C, Kotlin, Android tools, Java, Jenkins, AWS

        3 x iOS Developers

        3 x Android Developers

        1 x QA Automation Engineer  

        HIRE THE TEAM

        Challenge

        Our client teamed up with a US telecom giant to build high-quality mobile data security software. Timspark led the international development team, enhancing an existing app with new features, a fresh design, data analytics, and an in-app subscription system.

        Related objectives

        Develop a mobile security app

        Improve data protection

        Upgrade app features and analytics

        Solution & functionality

        We played a key role in developing iOS and Android mobile security apps for a major US telecom and mobile services provider.

        Must-have mobile security app kit

        The app assesses device vulnerabilities, monitors network threats, and offers expert security recommendations. It proactively defends against hackers, phishing, and phone number-related vulnerabilities.

        The users stay informed with daily alerts and manage mobile traffic using a built-in VPN. All this with secure call recording and spam call blocking for a seamless mobile experience.

        Essential user roles

        The mobile security application accommodates four distinct user roles, each offering varying features and levels of data protection.

        • Users with an end-client SIM card enjoy access to the full array of application features.
        • Users with SIM cards from another provider have restricted capabilities, such as call logging and phone number vulnerability monitoring.
        • Paid subscription users benefit from comprehensive access to the app’s features.
        • Users with no paid subscription are granted restricted access to the functionalities.

        Results and business value

        We successfully developed a feature-rich mobile data security software for both iOS and Android, serving users in the US.

        Over 9.5M users secured

        This application keeps over 1.5M active and 8M passive users secure on a daily basis.

        Exceptional communication

        The client highly praised our development team of Android, iOS, and QA engineers for their technical expertise and communication.

        Future plans

        We still partner with the company to enhance the app’s functionality and provide ongoing support.

        The client reaps the rewards of robust data security for millions of users, a skilled development team, ongoing support, and the potential for cost-effective solutions, all geared toward delivering customer satisfaction and staying agile in dynamic cybersecurity and telecom sectors.

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        We appreciate your interest in Timspark

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