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README.md

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-license: other
-license_name: aplux-model-farm-license
-license_link: https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf
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+---
+license: other
+license_name: aplux-model-farm-license
+license_link: https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf
+---
+
+![](https://aiot.aidlux.com/_next/image?url=%2Fapi%2Fv1%2Ffiles%2Fmodel%2Fcover%2F%25E5%259B%25BE-30.png&w=640&q=75)
+
+## FFNet-40S: Semantic Segmentation
+
+FFNet-40S is a lightweight model in the FFNet (Fully Connected Feature Pyramid Network) family, primarily designed for efficient object detection and feature extraction tasks. FFNet utilizes a Feature Pyramid Network (FPN) structure to extract rich, multi-scale features from images, improving the accuracy of object detection. FFNet-40S is the lightweight version, optimized for reduced computational resources, making it suitable for real-time inference on edge devices or mobile platforms. It strikes a good balance between accuracy and performance, capable of handling object detection and other vision tasks in resource-constrained environments. Applications include smart surveillance, autonomous driving, and real-time image processing.
+
+### Source model
+
+- Input shape: 1x3x512x1024   
+- Number of parameters:13.911M
+- Model size:53.56MB
+- Output shape: 1x19x64x128
+
+Source model repository: [FFNet-40S](https://github.com/Qualcomm-AI-research/FFNet)
+
+## Performance Reference
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## Inference & Model Conversion
+
+Please search model by model name in [Model Farm](https://aiot.aidlux.com/en/models)
+
+## License
+
+- Source Model: [BSD-3-CLAUSE](https://github.com/Qualcomm-AI-research/FFNet/blob/master/LICENSE)
+
+- Deployable Model: [APLUX-MODEL-FARM-LICENSE](https://aiot.aidlux.com/api/v1/files/license/model_farm_license_en.pdf)