Update README.md

README.md

@@ -1,3 +1,25 @@
 ---
 license: apache-2.0
+datasets:
+- detection-datasets/coco
+language:
+- en
+library_name: keras
+framework_version: 2.13
 ---
+
+# Model card for keras_nanodet_plus_x1.5_416x416
+
+A keras implementation of Nanodet-plus-x1.5 object-detection model, pretrained on COCO dataset.
+
+The implementation is based on [RangiLyu/nanodet](https://github.com/RangiLyu/nanodet), with input resolution of 416x416. The quantized models were generated by [Model Compression Toolkit](https://github.com/sony/model_optimization).
+
+
+## Model Quantization
+- **Avaiable quantizated models**
+  - PTQ_W8A8
+- **Accuracy**
+  - Float: 34.1
+  - PTQ_W8A8: 33.2
+- **Size estimation:**  
+  - PTQ W8A8: 2.44MB