Eye

.package(url: "https://github.com/Desert-Ant-Labs/desert-ant-core.git", from: "4.0.0")

implementation("ai.desertant:eye:4.0.0")

npm i @desert-ant-labs/eye @litertjs/core   # browser
npm i @desert-ant-labs/eye                  # Node, prebuilt native core

import Eye

let eye = Eye()
let photo = try await eye.analyze(contentsOf: photoURL)   // or UIImage, NSImage, CGImage, Data

if photo.has(.screenshot) || photo.has(.receipt) { archive(photo) }
if photo.has(.dog) && !photo.has(.blurry) { keep(photo) }
if photo.has(.sensitive, .strict) { hide(photo) }

photo.tags()                      // [.photo, .beach, .people, .smiling, ...], most confident first
photo.confidence(.beach)          // 0.93
photo.kind                        // .photo, .selfie, .screenshot, .document, ...
photo.scores?.aesthetic           // 0.81: better than 81% of photos
photo.faces?.first?.has(.eyesClosed)
photo.bestCrop(aspect: 1)         // a square thumbnail, in 0...1 of the image
photo.rotation                    // 90: turned a quarter turn clockwise, so turn it back

let groups = Eye.duplicates(in: library, dates: captureTimes)   // [[Int]], best first
let keeper = Eye.best(of: burst)

let pixels = try ImagePixels(width: w, height: h, rgba: bytes)
let photo = try await eye.analyze(pixels)

import ai.desertant.eye.Eye
import ai.desertant.eye.Tags

Eye(context).use { eye ->
    val photo = eye.analyze(bitmap)            // or analyze(bytes, width, height)
    if (photo.has(Tags.DOG) && !photo.has(Tags.BLURRY)) keep(photo)
    val groups = Eye.duplicates(library)
}

import { Eye, Tag } from "@desert-ant-labs/eye";         // browser
// import { Eye, Tag } from "@desert-ant-labs/eye/native"; // server-side Node
const eye = await Eye.load();
const photo = await eye.analyze(image);
if (photo.has(Tag.dog) && !photo.has(Tag.blurry)) keep(photo);
const groups = Eye.duplicates(library, { dates });
eye.dispose();