gen-cards: regenerate Use-it block
Browse files
README.md
CHANGED
|
@@ -23,6 +23,46 @@ the answer to [apple/coreai-models#14](https://github.com/apple/coreai-models/is
|
|
| 23 |
<p align="center"><img src="demo_coco_cats.jpg" width="440" alt="RF-DETR medium on Core AI"></p>
|
| 24 |
|
| 25 |
<!-- gen-cards:use-it begin id=rf-detr (managed by scripts/gen-cards β edit cards.json / QuickStart.swift, not this block) -->
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
<!-- gen-cards:use-it end -->
|
| 27 |
|
| 28 |
## Files
|
|
|
|
| 23 |
<p align="center"><img src="demo_coco_cats.jpg" width="440" alt="RF-DETR medium on Core AI"></p>
|
| 24 |
|
| 25 |
<!-- gen-cards:use-it begin id=rf-detr (managed by scripts/gen-cards β edit cards.json / QuickStart.swift, not this block) -->
|
| 26 |
+
## Use it
|
| 27 |
+
|
| 28 |
+
βΆοΈ **Run it (source)** β the [DetectCamera runner](https://github.com/john-rocky/coreai-kit/tree/main/Examples/DetectCamera)
|
| 29 |
+
(real-time object detection on the zero-copy camera path):
|
| 30 |
+
|
| 31 |
+
```bash
|
| 32 |
+
git clone https://github.com/john-rocky/coreai-kit
|
| 33 |
+
open coreai-kit/Examples/DetectCamera/DetectCamera.xcodeproj
|
| 34 |
+
# β Run, then pick "Nano" in the model picker
|
| 35 |
+
|
| 36 |
+
# agents / headless (macOS):
|
| 37 |
+
cd coreai-kit/Examples/DetectCamera
|
| 38 |
+
swift run detect-cli --model rf-detr --image Resources/gate_image.jpg
|
| 39 |
+
```
|
| 40 |
+
|
| 41 |
+
π» **Build with it** β complete; the glue is kit API, copy-paste runs:
|
| 42 |
+
|
| 43 |
+
```swift
|
| 44 |
+
import CoreAIKitVision
|
| 45 |
+
|
| 46 |
+
let detector = try await ObjectDetector(catalog: "rf-detr")
|
| 47 |
+
let image = try ImageFile.load(imageURL) // any image file β CGImage + EXIF orientation
|
| 48 |
+
let detections = try await detector.detect(in: image.cgImage)
|
| 49 |
+
// detections: [Detection] β label, score, normalized box (top-left origin)
|
| 50 |
+
```
|
| 51 |
+
|
| 52 |
+
The take-home is [`Examples/DetectCamera/Sources/QuickStart.swift`](https://github.com/john-rocky/coreai-kit/blob/main/Examples/DetectCamera/Sources/QuickStart.swift)
|
| 53 |
+
β this exact code as one typed function, no UI; the CLI is an argument shell over it, and
|
| 54 |
+
the GUI runs the same detector per camera frame on a zero-copy pixel-buffer fast path.
|
| 55 |
+
Real time? Use `detect(in: CVPixelBuffer)` β vImage scales the frame with no CGImage
|
| 56 |
+
round-trip; `CameraFeed` (kit API) streams the buffers.
|
| 57 |
+
|
| 58 |
+
**Integration checklist**
|
| 59 |
+
|
| 60 |
+
- SPM: `https://github.com/john-rocky/coreai-kit` β product **CoreAIKitVision**
|
| 61 |
+
- Info.plist: `NSCameraUsageDescription` β only for the live camera; the snippet needs none
|
| 62 |
+
- Entitlements: none needed
|
| 63 |
+
- First run downloads the model β 0.1 GB (Mac) / 0.1 GB (iPhone) β then it loads from the
|
| 64 |
+
local cache (Application Support; progress via the `downloadProgress` callback)
|
| 65 |
+
- Measure in Release β Debug is ~3Γ slower on per-token host work
|
| 66 |
<!-- gen-cards:use-it end -->
|
| 67 |
|
| 68 |
## Files
|