https://github.com/cocoa-ai/InceptionVisionDemo

🎥 iOS11 demo application for dominant objects detection.
https://github.com/cocoa-ai/InceptionVisionDemo

coreml inceptionv3 ios machine-learning object-classification object-detection swift swift4 vision

Last synced: 3 months ago
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🎥 iOS11 demo application for dominant objects detection.

• Host: GitHub
• URL: https://github.com/cocoa-ai/InceptionVisionDemo
• Owner: cocoa-ai
• License: mit
• Created: 2017-06-29T22:07:41.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-10-02T18:37:09.000Z (about 7 years ago)
• Last Synced: 2024-04-04T18:37:24.245Z (7 months ago)
• Topics: coreml, inceptionv3, ios, machine-learning, object-classification, object-detection, swift, swift4, vision
• Language: Swift
• Homepage: https://github.com/cocoa-ai
• Size: 1.34 MB
• Stars: 53
• Watchers: 5
• Forks: 6
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Inception Vision Demo

A Demo application using `Vision` and `CoreML` frameworks to detect the

dominant objects presented in a live video feed from a set of 1000 categories

such as trees, animals, food, vehicles, people, and more.







## Model

This demo uses "Inception v3" [CoreML model](https://developer.apple.com/machine-learning/).

## Requirements

- Xcode 9

- iOS 11

## Installation

```sh

git clone https://github.com/cocoa-ai/InceptionVisionDemo.git

cd InceptionVisionDemo

pod install

open Inception.xcworkspace/

```

Download the CoreMl model from https://developer.apple.com/machine-learning/

and add the file to "Resources" folder in the project's directory.

Build the project and run it on a simulator or a device with iOS 11.

## Author

Vadym Markov, [email protected]

## References

- [Caffe Model Zoo](https://github.com/caffe2/caffe2/wiki/Model-Zoo)

- [Apple Machine Learning](https://developer.apple.com/machine-learning/)

- [Vision Framework](https://developer.apple.com/documentation/vision)

- [CoreML Framework](https://developer.apple.com/documentation/coreml)

- [coremltools](https://pypi.python.org/pypi/coremltools)