#image #vector #async #convert-images #db

img2vec

As the name suggested 'ImagetoVector', which allow to operate on images

26 releases

0.2.16 Aug 17, 2023
0.2.14 Aug 17, 2023
0.1.9 Aug 11, 2023

#729 in Images

44 downloads per month

MIT license

23KB
172 lines

ImagetoVector

    As the name suggested "ImagetoVector", which allow to operate on images. 

    Read images from Disk
    Convert images into vector notion.
    Register your Face
    Login through your Face

Install

    cargo add img2vec

Module

    ImagetoVector
    Middleware

Functions

    ImagetoVector 
            pub async fn open_image<'a>(path : String) -> DynamicImage // return image
            pub async fn new(dy_image : DynamicImage) -> ImagesVec // return class object
            
                            // convert image to vector
            pub async fn image_to_vec(&mut self, components : usize) -> Array2<f64> 

    vec_middleware

                    // insert value in sled database
            pub async fn add_value(&mut self, mut authenicate : Authorization, db : Db) -> std::io::Result<()> 

                    // get value from sled database
            pub async fn get_value(&mut self, client : Db) -> std::io::Result<IVec>

    pub async fn register_face() -> Result<(), std::io::Error>  // register face
    pub async fn create_index() -> Db  // create index in sled database 
    pub async fn unlock_account(db : Db) -> std::io::Result<()> // unlock account

native-dependenices

    Img2vec is only compactible with linux distos because ndarray-linalg native (openblas) linux features are linked. Soon this module avaible for other operating systems as well. 

    OS              Supported               Upcoming
    Linux               Yes                 Optimized
    Mac                 No                  Optimized + native-lib
    Windows             No                  Optimized + native-lib


    Make sure libopenblas-dev already installed on your linux machine.
    
    :~$ sudo apt install libopenblas-dev 

Maintainance

    WISDOMENIGMA@2023

Dependencies

~81MB
~1M SLoC