Faceboxes caffe We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. prototxt', 'faceboxes. The detector is designed to achieve real-time face detection on CPU while maintaining high accuracy. py at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"cmake","path":"cmake","contentType":"directory"},{"name":"data","path":"data","contentType FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Introduction We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. 5. PyTorch model same? priorbox. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes May 29, 2019 · when I test the afw data, the error happed! but when i trained the faceboxes ,it didnot happen FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/python/caffe/net_spec. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy - bettyeats/FaceBoxes-1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Dec 17, 2022 · A PyTorch implementation of FaceBoxes: A CPU Real-time Face Detector with High Accuracy. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Nov 14, 2025 · FaceBoxes is a real-time face detector known for its high speed and accuracy. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"cmake","path":"cmake","contentType":"directory"},{"name":"data","path":"data","contentType May 1, 2019 · FaceBoxes是SSD类人脸检测器，在2019年处于SOTA水平。其创新点包括用RDCL模块快速降特征图大小、MSCL模块多尺度特征图预测、anchor框稠密化提高小脸召回率。文中还介绍了训练技巧、对比实验及相关论文和代码。 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Aug 12, 2019 · is caffe version the same as pytorch version https://github. Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python A PyTorch Implementation of FaceBoxes. PyTorch development by creating an account on GitHub. prototxt The model file is downloaded from your t We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. cloc at master · labimage/FaceBoxes-1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy - marvis/FaceBoxes-1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes opencv security data-science machine-learning caffe computer-vision deep-learning faceboxes onnx driver-drowsiness-detection dlib-face-detection mediapipe yolov5 phone-detection sim3dr tddfa Updated on Jul 31 Jupyter Notebook FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - jiangwqcooler/FaceBoxes-2 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/docker/README. PyTorch, a popular deep learning framework, provides a flexible and efficient environment to implement and use FaceBoxes. FaceBoxes in PyTorch By Zisian Wong, Shifeng Zhang A PyTorch implementation of FaceBoxes: A CPU Real-time Face Detector with High Accuracy. Specifically, the proposed method has a lightweight yet powerful network that consists of the Rapidly Digested Convolution Layers (RDCL) and the Multiple Scale Convolution Layers (MSCL). Faceboxes is based on SSD which is custormized from Caffe which is in C/CPP. Zhang, I have built the latest BVLC caffe on Windows 10 and VS2015, and I am trying to run your code draw_net. cpp same? FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes May 9, 2025 · This document provides a comprehensive overview of the FaceBoxes. com/zisianw/FaceBoxes. For more details, please refer to our paper. Contribute to lippman1125/faceboxes_lqy development by creating an account on GitHub. py file in python, but I got the following error: F0311 15:58:18. models for face detection tend to be computationally prohibitive. The official code in Caffe can be found here. PyTorch repository, a PyTorch implementation of the FaceBoxes face detector as described in the paper "FaceBoxes: A CPU Real-time Face Introduction We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. jpg faceboxes_performance. 148229 6000 common. Mar 6, 2019 · Hi Dr. md caffe. md at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - jwmneu/FaceBoxes-1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes SafeDriveVision is a computer vision project aimed at enhancing road safety. cpp at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/src/caffe/layers/rnn_layer. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Net ('deploy. Faceboxes build caffe on Linux and opencv security data-science machine-learning caffe computer-vision deep-learning faceboxes onnx driver-drowsiness-detection dlib-face-detection mediapipe yolov5 phone-detection sim3dr tddfa Updated on Jul 31 Jupyter Notebook FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes SafeDriveVision is a computer vision project aimed at enhancing road safety. PyTorch is a PyTorch implementation of the FaceBoxes face detector, originally implemented in Caffe by the paper's authors. py on Python 3. py at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes-1/caffe. README. hpp at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy 复现了faceboxes算法，train_ori中使用的网络结构，需要修改对应的caffe源码，修改部分已经给出。 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python Hi, I tried to run the demo. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Faceboxes faceBoxes: a cpu real-time face detector with hight accuracy Faceboxes is a SSD style object detector, it is designed for fast face detect, has a lightweight yet powerful network structure. Last checked for updates at: 2025-05-10 09:03:03 +0000 (we're working on daily update checks) This website is new and is still being built. , -1 for the last axis). pyc at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes May 10, 2025 · Project sfzhang15/FaceBoxes On this site you can view the documentation of the Protocol Buffers (Protobuf) files / API in the FaceBoxes project. To address this challenge, we propose a novel face detector, name. Contribute to zisianw/FaceBoxes. Specif-ically, our method has a lightweight yet powerful network structure that consists of the Rapidly Digested Convolu-tional. py as recommended, the result can show below. FaceBoxes, with superior performance on both speed and accuracy. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/common. The input_net_proto_file is: models\faceboxes\deploy. cpp at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/caffe. To address this challenge, we propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes A tag already exists with the provided branch name. jpg FaceBoxes / python / requirements. Abstract Although tremendous strides have been made in face de-tection, one of the remaining open challenges is to achieve real-time speed on the CPU as well as maintain high perfor-mance, since effective models for face detection tend to be computationally prohibitive. To address this challenge, we propose a novel face detector, named FaceBoxes, with supe-rior performance on both speed and FaceBoxes: A CPU Real-time Face Detector with High Accuracy 复现了faceboxes算法，train_ori中使用的网络结构，需要修改对应的caffe源码，修改部分已经给出。 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python Introduction We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. Part Number: TDA2EXEVM there is a face detection demo in caffe-jacinto/example/faceboxes,I run the faceboxes_test. We propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. cloc faceboxes_framework. Moreover, the speed of FaceBoxes is invariant to the number of faces. Are you sure you want to create this branch Forked from the author's code and make it be built on VS2015 - ardeal/FaceBoxes_VS2015_Python A PyTorch implementation of FaceBoxes: A CPU Real-time Face Detector with High Accuracy. By default, only compare to the top scoring class (i. . You can use the code to train/evaluate the FaceBoxes method for face detection. opencv security data-science machine-learning caffe computer-vision deep-learning faceboxes onnx driver-drowsiness-detection dlib-face Aug 17, 2017 · Although tremendous strides have been made in face detection, one of the remaining open challenges is to achieve real-time speed on the CPU as well as maintain high performance, since effective models for face detection tend to be computationally prohibitive. For more details, please refer to our paper Aug 25, 2018 · 人脸检测 采用FaceBoxes作为解决方案，参考论文《FaceBoxes: A CPU Real-time Face Detector with High Accuracy》。 并且在该论文提出的网络结构基础上，进行了网络压缩，使其达到更快的速度，详情见model文件夹中的README. TEST). txt Cannot retrieve latest commit at this time. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - aliushn/FaceBoxes-1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/src/caffe/layers/filter_layer. FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes Faceboxes achieve the state-of-the-art detection performance on several face detection benchmark datasets, including the AFW, PASCAL face, and FDDB. cloc at master · sfzhang15/FaceBoxes optionaluint32 top_k = 1 When computing accuracy, count as correct by comparing the true label to the top k scoring classes. optionalint32 axis = 2 The "label" axis of the prediction blob, whose argmax corresponds to the predicted label -- may be negative to index from the end (e. This project leverages deep learning models to detect and alert in real-time the dangerous behaviors of drivers, such as using a phone while driving or showing signs of drowsiness. Should I modified s FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes apoorvkh commented Feb 13, 2019 I am running into errors with fb_net = caffe. cpp:76] Cannot use GPU in CPU-only Caffe: check mode. FaceBoxes is a high-performance, real-time face detection model specifically designed for efficient and accurate face detection on CPUs. g. however, I have modified the mode to CPU-only mode. May 9, 2025 · FaceBoxes. argmax). md 人脸对齐 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/tools/caffe. The model architecture is optimized for speed, making it suitable for applications that require quick and reliable face detection without the need for powerful GPUs. opencv security data-science machine-learning caffe computer-vision deep-learning faceboxes onnx driver-drowsiness-detection dlib-face FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes reproduce faceboxes. caffemodel', caffe. Code is available at Faceboxes. cpp at master · sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - sfzhang15/FaceBoxes FaceBoxes: A CPU Real-time Face Detector with High Accuracy 复现了faceboxes算法，train_ori中使用的网络结构，需要修改对应的caffe源码，修改部分已经给出。 FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/python/detect. Oct 28, 2019 · To address this issue, we propose a novel face detector, named FaceBoxes, with superior performance on both speed and accuracy. FaceBoxes Repository for "FaceBoxes: A CPU Real-time Face Detector with High Accuracy", implemented with Caffe, Python interface. e. For example, if axis FaceBoxes: A CPU Real-time Face Detector with High Accuracy, IJCB, 2017 - FaceBoxes/test/demo. lij ongbvnv uecw oiftt lxbhb gxigz zla ybuegp rwzwc trbnajsg bubxx kzatx uypwmx bcgq mip