Add RAM & RAM++ models (#158)

Author: jamjamjon

Cargo.toml

@@ -1,7 +1,7 @@
 [package]
 name = "usls"
 edition = "2021"
-version = "0.1.7"
+version = "0.1.8"
 rust-version = "1.85"
 description = "A Rust library integrated with ONNXRuntime, providing a collection of ML models."
 repository = "https://github.com/jamjamjon/usls"
@@ -141,6 +141,7 @@ trocr = ["tokenizers"]
 yolo = ["slsl"]
 yoloe = ["yolo", "tokenizers"]
 yolop = []
+ram = []
 
 # Enable all models
 all-models = [
@@ -177,6 +178,7 @@ all-models = [
     "trocr",
     "yolop",
     "mot",
+    "ram",
 ]
 
 
@@ -375,3 +377,7 @@ required-features = ["yoloe"]
 [[example]]
 name = "yolop"
 required-features = ["yolop"]
+
+[[example]]
+name = "ram"
+required-features = ["ram"]

README.md

@@ -167,6 +167,7 @@ usls = { version = "latest-version", features = [ "cuda" ] }
 | [MediaPipe: Selfie-segmentation](https://ai.google.dev/edge/mediapipe/solutions/vision/image_segmenter) | Image Segmentation | `mediapipe-segmenter` | [demo](examples/mediapipe-selfie-segmentation) |
 | [Swin2SR](https://github.com/mv-lab/swin2sr) | Image Super-Resolution and Restoration | `swin2sr` | [demo](examples/swin2sr) |
 | [APISR](https://github.com/Kiteretsu77/APISR) | Real-World Anime Super-Resolution | `apisr` | [demo](examples/apisr) |
+| [RAM & RAM++](https://github.com/xinyu1205/recognize-anything) | Image Tagging | `ram` | [demo](examples/ram) |
 
 </details>
 

examples/apisr/README.md

@@ -1,7 +1,7 @@
 ## Quick Start
 
 ```shell
-cargo run -r --example apisr
+cargo run -r -F apisr --example apisr
 ```
 
 # Results

examples/ben2/README.md

@@ -1,5 +1,5 @@
 ## Quick Start
 
 ```shell
-cargo run -r --example ben2 
+cargo run -r -F ben2 --example ben2 
 ```

examples/blip/README.md

@@ -3,7 +3,7 @@ This demo shows how to use [BLIP](https://arxiv.org/abs/2201.12086) to do condit
 ## Quick Start
 
 ```shell
-cargo run -r -F cuda --example blip -- --device cuda:0 --source images/dog.jpg --source ./assets/bus.jpg --source images/green-car.jpg
+cargo run -r -F blip -F cuda --example blip -- --device cuda:0 --source images/dog.jpg --source ./assets/bus.jpg --source images/green-car.jpg
 ```
 
 ## Results

examples/classifier/README.md

@@ -1,6 +1,6 @@
 ## Quick Start
 
 ```shell
-cargo run -r -F cuda --example classifier -- --device cuda --dtype fp16 --model beit  # convnext, fastvit, deit, mobileone
+cargo run -r -F image-classifier -F cuda --example classifier -- --device cuda --dtype fp16 --model beit  # convnext, fastvit, deit, mobileone
 ```
 

examples/clip/README.md

@@ -3,7 +3,7 @@ This demo showcases how to use [CLIP](https://github.com/openai/CLIP) to compute
 ## Quick Start
 
 ```shell
-cargo run -r -F cuda --example clip -- --device cuda:0 --dtype q4f16
+cargo run -r -F clip -F cuda --example clip -- --device cuda:0 --dtype q4f16
 ```
 
 ## Results

examples/d-fine/README.md

@@ -1,5 +1,5 @@
 ## Quick Start
 
 ```shell
-cargo run -r --example d-fine
+cargo run -r -F rtdetr --example d-fine
 ```

examples/db/README.md

@@ -1,7 +1,7 @@
 ## Quick Start
 
 ```shell
-cargo run -r -F cuda --example db -- --device cuda --dtype fp16
+cargo run -r -F db -F cuda --example db -- --device cuda --dtype fp16
 ```
 
 ## Results

examples/deim/README.md

@@ -1,7 +1,7 @@
 ## Quick Start
 
 ```shell
-cargo run -r --example deim
+cargo run -r -F rtdetr --example deim
 ```