|
36 | 36 | **Features:** |
37 | 37 |
|
38 | 38 | - [x] Image annotation for polygon, rectangle, circle, line and point. |
39 | | -- [x] Auto-labeling YOLOv8, Segment Anything (SAM, SAM2). |
| 39 | +- [x] Auto-labeling with **YOLOv8** (object detection). |
| 40 | +- [x] Auto-labeling with **Segment Anything** family: |
| 41 | + - **SAM** (ViT-B / ViT-L / ViT-H) and **MobileSAM** |
| 42 | + - **SAM 2** and **SAM 2.1** (Hiera-Tiny / Small / Base+ / Large) |
| 43 | + - **SAM 3** (ViT-H) — open-vocabulary segmentation with text prompts |
40 | 44 | - [x] Text detection, recognition and KIE (Key Information Extraction) labeling. |
41 | 45 | - [x] Multiple languages availables: English, Vietnamese, Chinese. |
42 | 46 |
|
| 47 | +### Supported Models |
| 48 | + |
| 49 | +| Model | Prompt Types | Notes | |
| 50 | +|-------|-------------|-------| |
| 51 | +| SAM ViT-B / ViT-L / ViT-H | Point, Rectangle | Original Segment Anything | |
| 52 | +| MobileSAM | Point, Rectangle | Lightweight SAM | |
| 53 | +| SAM 2 Hiera-Tiny / Small / Base+ / Large | Point, Rectangle | Meta SAM 2 | |
| 54 | +| SAM 2.1 Hiera-Tiny / Small / Base+ / Large | Point, Rectangle | Improved SAM 2 | |
| 55 | +| SAM 3 ViT-H | **Text**, Point, Rectangle | Open-vocabulary; text drives detection | |
| 56 | +| YOLOv8n / s / m / l / x | — | Object detection & auto-labeling | |
| 57 | + |
| 58 | +All models are downloaded automatically on first use from Hugging Face. |
| 59 | + |
43 | 60 | ## Install and Run |
44 | 61 |
|
45 | 62 | ### 1. Download and run executable |
@@ -140,6 +157,6 @@ If you want to contribute to **AnyLabeling**, please read [Contribution Guidelin |
140 | 157 | ## References |
141 | 158 |
|
142 | 159 | - Labeling UI built with ideas and components from [LabelImg](https://github.com/heartexlabs/labelImg), [LabelMe](https://github.com/wkentaro/labelme). |
143 | | -- Auto-labeling with [Segment Anything Models](https://segment-anything.com/), [MobileSAM](https://github.com/ChaoningZhang/MobileSAM). |
| 160 | +- Auto-labeling with [Segment Anything](https://segment-anything.com/) (SAM, SAM 2, SAM 2.1, SAM 3), [MobileSAM](https://github.com/ChaoningZhang/MobileSAM). |
144 | 161 | - Auto-labeling with [YOLOv8](https://github.com/ultralytics/ultralytics). |
145 | 162 | - Icons from FlatIcon: [DinosoftLabs](https://www.flaticon.com/free-icons/sun "sun icons"), [Freepik](https://www.flaticon.com/free-icons/moon "moon icons"), [Vectoricons](https://www.flaticon.com/free-icons/system "system icons"), [HideMaru](https://www.flaticon.com/free-icons/ungroup "ungroup icons"). |
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