Recognize Nails on camera and check how they look with different color

Hello everyone,

recently I have started machine learning on iOS using Xcode and Swift. I am an iOS Developer, but have no idea how to implement in within iOS App. My idea is to create an iOS app to recognize nails on camera and color them with any selected color.


All I need to have it done is just one module (not the final App ready for AppStore) of the app. Only open camera, and smoothly detect nails and color them with red color. That is all.

What do I have:

- .tflite file trained to recognize nails on the hand.

What do I need to know:

- how to convert .tflite file to .mlmodel and use it within ios app with Swift

What do I need to do:

- recognize nails on the camera, create extra layer and cover them with any color (example in attachments)

- make it working very smooth and fast (what technologies do I need to use to accomplish that task?)

Similar App is here:

[login to view URL]

Skills: Apple Xcode, Machine Learning (ML), Mobile App Development, Swift, Tensorflow

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About the Employer:
( 0 reviews ) Krakow, Poland

Project ID: #26545078

Awarded to:


Hi There, I reviewed your detailed requirements and understand them. I am ready to start with your project. I am having 7+years of experience in iOS application development. Also, expertise in Xcode, Swift, Objectiv More

$250 USD in 20 days
(1 Review)

13 freelancers are bidding on average $532 for this job


* Computer Vision and Machine Learning Expert * Hello, I have 7 years experience of computer vision and machine learning. So i have full skills and experience of this field, and have developed a lot of projects such as More

$500 USD in 7 days
(11 Reviews)

Hello, As per your project requirements, you want to develop a iOS app to recognize nails on camera and color them with any selected color. **yes I have checked Similar App is here: [login to view URL] More

$580 USD in 15 days
(10 Reviews)

Hi,Thanks for your job posting. I have just checked your job description, so I am very interested in your job. I am a full stack developer and then I can build using iOS(Swift) you want. if you trust me, I will send yo More

$750 USD in 10 days
(7 Reviews)

Hi , As you want an app logic to detect nails and paint them and check how they look like, i can do it easily I have experience of 5 years in iOS App Development. I have worked on 10+ long term projects .So, this woul More

$500 USD in 7 days
(7 Reviews)

About your project: =================== This is very easy to achieve. We need to box around the nails and then add the required color in the region. For boxing around a nail, we need to train an Object Detection model More

$250 USD in 3 days
(3 Reviews)

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