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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
pipeline_tag: image-segmentation
tags:
- AIoT
- QNN
---
## 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) |