nanodet
Object detector
A lightweight object detection model designed for efficient inference on mobile devices and edge AI applications.
NanoDet-Plusā”Super fast and lightweight anchor-free object detection model. š„Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphoneš„
6k stars
68 watching
1k forks
Language: Python
last commit: 4 months ago anchor-freeandroiddeep-learningdeep-neural-networksefficientnetmnnmodel-zoonanodetnanodet-plusncnnobject-detectionopenvinopytorchrepvggshufflenet
Related projects:
Repository | Description | Stars |
---|---|---|
tusen-ai/simpledet | A framework for object detection and instance recognition with high-performance training capabilities | 3,084 |
paddlepaddle/fastdeploy | A toolkit for easy and high-performance deployment of deep learning models on various hardware platforms | 2,998 |
open-mmlab/mmdetection | An object detection toolbox built on top of PyTorch, providing a modular framework for various tasks such as bounding box detection and instance segmentation. | 29,603 |
tencent/ncnn | An optimized framework for deploying deep learning models on mobile devices. | 20,479 |
open-mmlab/openpcdet | A toolbox for LiDAR-based 3D object detection with various detectors and backbones | 4,698 |
open-mmlab/mmdeploy | A toolset for deploying deep learning models on various devices and platforms | 2,774 |
alibaba/mnn | A lightweight deep learning framework designed for efficient inference and training on-device | 8,739 |
xiang-wuu/ncnn-android-yolov7 | An Android implementation of object detection using Yolov7 and the ncnn neural network library | 133 |
thu-mig/yolov10 | Real-time object detection using a neural network architecture | 9,936 |
tencent/tnn | A high-performance neural network inference framework supporting various deep learning frameworks and hardware platforms. | 4,415 |
dog-qiuqiu/ultralight-simplepose | A lightweight human body posture key point model using computer vision and deep learning techniques. | 299 |
feigechuanshu/ncnn-android-yolov6 | An Android implementation of YOLOv6 object detection using the ncnn library and OpenCV for efficient mobile deployment | 62 |
shiqiyu/libfacedetection | An open-source C++ library implementing a high-speed face detection algorithm using CNN models. | 12,315 |
open-mmlab/mmdetection3d | An open-source platform for general 3D object detection with support for multiple modalities and datasets. | 5,313 |
zhkkke/modnet | A real-time portrait image matting solution in Python | 3,819 |