The iPhone isn’t just a device for consumers – it’s also a powerful computational unit with a wide range of sensors and hardware that’s ideal for running machine learning algorithms. By leveraging this capability, businesses can enjoy low-latency performance, local inference, and significant cost savings by avoiding cloud infrastructure fees. At It-Jim, our team of mobile AI developers is here to help you harness the power of the iPhone for your business needs.
iOS as a Platform for Edge Computing
The iPhone’s hardware, Apple Neural Engine, coupled with our expert utilization of iOS frameworks, allows us to perform instant data analysis and deliver meaningful results in a wide range of industries – from sports and healthcare to entertainment, retail, surveillance, and even automotive.
Our goal is to transform your mobile device into a powerful tool that delivers real value, without the need for costly hardware upgrades. With countless fascinating use cases, we’re excited to help you explore the limitless potential of iOS-powered edge computing.
iPhone as a 3D Scanner
Did you know that your iPhone can be used as a high-precision 3D scanner? By utilizing its camera and LiDAR sensor, we can create accurate 3D maps of your surroundings and reconstruct objects with incredible detail. And the best part? This 3D reconstruction process can be done right on your device, opening up a world of possibilities such as:
- Texture reconstruction and recognition
- 3D object detection and tracking
- Floor plan and room layout extraction
- 3D measurement of object shapes and dimensions
- Object visual inspection
We make use of all available iOS frameworks for real-world perception, 2D/3D data processing, machine learning, and AR.
3D and AR iOS frameworks we typically use: ARKit, RealityKit, SceneKit, Roomplan, MetalKit, GL Kit, Model I/O
By combining the powerful iOS frameworks with custom computer vision, deep learning, and sensor fusion algorithms, we can transform your iPhone into a powerful 3D scanner. This technology has incredible potential across a wide range of industries, from design and augmented reality (AR) games to construction and insurance.
At It-Jim, we’re committed to helping you harness the full potential of 3D data processing to take your business to the next level. We’ll help you leverage the latest in mobile technology and custom algorithms to unlock new insights and opportunities that you may not have even considered before.
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Apple RoomPlan API BreakdowniPhone as a Smart Microphone
With the explosion of audio, speech, and sound processing technology, your business can benefit from our R&D team’s expertise in this area. We are experts in a range of directions, including
- automatic speech recognition (ASR) or speech-to-text (STT),
- text synthesis or text-to-speech (TTS),
- emotion recognition, voice biometrics, and liveness detection,
- sound classification, speech enhancement, and noise suppression.
Our exceptional team of PhDs and software engineers can provide you with the best solution, no matter where you want to utilize the power of audio processing. We work with businesses across a range of industries, including healthcare and wellness, media, social networking and podcasting, gaming, marketing, and more.
At It-Jim, we develop custom solutions that do the job directly on the device to achieve zero latency, maximum security, and cost-effectiveness. We optimize the accuracy and performance tradeoff, leveraging the available ML models and CoreML framework while developing custom algorithms in C++ when needed.
iPhone as a Navigation Sensor
The iPhone’s sensors (cameras, LiDAR, accelerometer and gyroscope) offer a range of possibilities for location retrieval and navigation, making it a versatile tool for GPS-denied environments such as multi-level parking, business centers and exhibitions. What’s more, you can add an AR layer and transform your iPhone into a portal to the digital world that erases the borders between real and virtual environments.
Our team at It-Jim can leverage the following solutions for visual localization and tracking, including:
- Visual SLAM and VPS
- ARKit and custom user localization
- Incorporation of fiducial objects, such as QR codes, images, or 3D objects, as anchors
- Bluetooth Low Energy (BLE) and Inertial Measurement Unit (IMU) for indoor navigation
- Multi-sensor setup for distributed areas (SLAM+BLE)
All above is possible with a core functionality implemented on your iPhone. This allows for efficient and cost-effective business applications without the need for additional hardware.
iOS Development for Pattern Recognition and Image Processing
Get ready to be amazed by what your iPhone camera and our AI expertise can do! With the help of the It-Jim team, your device can be transformed into a powerful tool for pattern recognition and image processing. Here are just a few examples of what your iPhone can be transformed into:
- An efficient barcode scanner that can read 1D barcodes, QR codes, and perform custom pattern recognition.
- An optical character recognition (OCR) tool that can extract text from images with high accuracy.
- An instrument for real-time visual search that can recognize and categorize objects in real-time.
- A device for quantitative estimation of biomarkers, providing lab-grade accuracy in the comfort of your own home.
- A precise optical sensor working with the pro-RAW image format, providing unparalleled image quality and flexibility.
Our AI team has the expertise to get the maximum benefit from the advanced sensors in iOS devices, eliminating the need for external hardware in many cases. Let us help you unlock the full potential of your iPhone for pattern recognition and image processing.
iPhone for Video Processing and Analytics
Video processing and analytics on an iPhone can offer a multitude of benefits as well. It-Jim team can help you achieve the following use cases:
- Recognizing emotions in videos
- Tracking scenes and objects for augmented reality applications
- Applying video effects such as inpainting and watermark erasing
- Implementing AI-driven facial analysis for AR masks, toonification, emotion recognition and analytics, vitals estimation, face swap, face detection and recognition
- Creating virtual try-on applications for hair, glasses, and clothing
We have the expertise to capture, process, encode/decode, compress, and analyze video streams with maximum efficiency. Our team can also distribute computations between the edge and cloud to optimize performance. With our expertise, you can rest assured that your business will benefit from cutting-edge video processing and analytics capabilities, all powered by your iPhone.