opencv · muhammadawaisofficial · Feb 8, 2026 · Feb 8, 2026
diff --git a/.gitattributes b/.gitattributes
diff --git a/.gitignore b/.gitignore
diff --git a/LICENSE b/LICENSE
diff --git a/README.md b/README.md
@@ -19,6 +19,9 @@ Guidelines:
   git lfs install
   git lfs pull
   ```
+- **Alternative (Manual Download)**:
+  If `git lfs pull` fails or you prefer manual download, you can find all models hosted on **[Hugging Face](https://huggingface.co/opencv/opencv_zoo)**.
+  Simply navigate to the `models` directory on Hugging Face and download the `.onnx` files you need.
 - To run benchmarks on your hardware settings, please refer to [benchmark/README](./benchmark/README.md).
 
 ## Models & Benchmark Results

diff --git a/benchmark/README.md b/benchmark/README.md
@@ -985,3 +985,19 @@ mean       median     min        input size   model
 173.46     162.85     135.52     [1280, 720]  CRNN with ['text_recognition_CRNN_CN_2021nov_int8.onnx']
 175.28     145.22     135.52     [1280, 720]  CRNN with ['text_recognition_CRNN_EN_2022oct_int8.onnx']
 ```
+
+### Windows (Intel 12th Gen Core i5)
+
+Specs:
+- CPU: Intel(R) Core(TM) i5-12400F
+
+CPU:
+
+```
+$ python benchmark.py --cfg config/object_detection_yolox.yaml
+Benchmarking ...
+backend=cv.dnn.DNN_BACKEND_OPENCV
+target=cv.dnn.DNN_TARGET_CPU
+mean       median     min        input size   model
+264.86     265.03     254.11     [640, 640]   YoloX with ['object_detection_yolox_2022nov.onnx']
+```