From b2f8928f1f24e18aabbf0a4dc226a38ed44cbc5e Mon Sep 17 00:00:00 2001 From: Marcus Asteborg Date: Sun, 15 Dec 2024 21:25:07 -0800 Subject: [PATCH] Readme --- README.md | 74 ++++++++++++++++++++++++++++++++- assets/blue_onyx.gif | Bin 0 -> 6000244 bytes assets/dog_bike_car_od.jpg | Bin 0 -> 454485 bytes src/bin/blue_onyx_benchmark.rs | 2 +- src/bin/test_blue_onyx.rs | 4 -- 5 files changed, 73 insertions(+), 7 deletions(-) create mode 100644 assets/blue_onyx.gif create mode 100644 assets/dog_bike_car_od.jpg diff --git a/README.md b/README.md index 7565aae..2cfa7c6 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,73 @@ -# blue-onyx -Object detection service +
+blue_onyx +
+ +# Object Detection Service + +## TL;DR + +- Windows only (for now) +- [ONNX Inference](https://github.com/onnx/onnx) +- [Direct ML Endpoint](https://github.com/microsoft/DirectML) +- [RT-DETR-V2 Model](https://github.com/lyuwenyu/RT-DETR/tree/main/rtdetrv2_pytorch) +- [No Coral support](https://github.com/microsoft/onnxruntime/issues/10248) + +## Quick start + +- Download release +- Unzip +- blue_onyx.exe to run service +- test_blue_onyx.exe to test service +- blue_onyx_benchmark.exe for benchmark and model testing + +## Tips + +Help: +```bash +blue_onyx.exe --help +``` + +Download more models: +```bash +blue_onyx.exe --download-model-path . +``` + +Run service with larger model: +```bash +blue_onyx.exe --model rt-detrv2-x.onnx +Initializing detector with model: "rt-detrv2-x.onnx" +``` + +Benchmark GPU +```bash +blue_onyx_benchmark.exe --repeat 100 --save-stats-path . +Device Name,Version,Type,Platform,EndpointProvider,Images,Total [s],Min [ms],Max [ms],Average [ms],FPS +Intel(R) Iris(R) Xe Graphics,0.1.0,GPU,Windows,DML,100,14.3,116.8,168.3,143.2,7.0 +``` + +Benchmark CPU +```bash +blue_onyx_benchmark.exe --repeat 100 --save-stats-path . --force-cpu +Device Name,Version,Type,Platform,EndpointProvider,Images,Total [s],Min [ms],Max [ms],Average [ms],FPS +12th Gen Intel(R) Core(TM) i7-1265U,0.1.0,CPU,Windows,CPU,100,28.2,239.6,398.2,281.5,3.6 +``` + +Test Service +```bash +blue_onyx.exe +``` + +Then run in another terminal do 100 requests with 100 ms interval +```bash +test_blue_onyx.exe --number-of-requests 100 --interval 100 +``` + +Test image and save image with boundary box use --image to specify your own image. +```bash +blue_onyx_benchmark.exe --save-image-path . +``` + +
+dog_bike_car_od +
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c.is_alphanumeric() || *c == '_') .collect(); - let file_name = format!("blue_onnx_{}_inference_stats.txt", sanitized_device_name); + let file_name = format!("blue_onyx_{}_inference_stats.txt", sanitized_device_name); let path = path.join(file_name); let mut file = std::fs::File::create(path.clone())?; diff --git a/src/bin/test_blue_onyx.rs b/src/bin/test_blue_onyx.rs index 0a0620a..54f74ab 100644 --- a/src/bin/test_blue_onyx.rs +++ b/src/bin/test_blue_onyx.rs @@ -22,10 +22,6 @@ struct Args { #[clap(short, long)] image: Option, - /// Save image with boundary bbox - #[clap(long)] - image_ob: Option, - /// Number of requests to make #[clap(short, long, default_value_t = 1)] number_of_requests: u32,

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