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awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-fas

Paper collection of about the face anti-spoofing

awesome-pruning

A curated list of neural network pruning resources.

c3d-tensorflow

cnn

经典卷积神经网络

cvpr19-face-anti-spoofing

Code for 2nd Place Solution in Face Anti-spoofing Attack Detection Challenge @ CVPR2019

cvpr2021-paper-code-interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

deeplearning-1

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

face-detect-mtcnn-facenet

通过 Mtcnn 实现人脸的检测并且能够标注出来，然后利用facenet 通过计算实时检测的人脸数据与实现存储的数据进行对比计算，计算相似度，从而实现人脸的鉴别

face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

facekit

Implementations of PCN (an accurate real-time rotation-invariant face detector) and other face-related algorithms

fchd-fully-convolutional-head-detector

Code for FCHD - A fast and accurate head detector

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

fire-detection-cnn

real-time fire detection in video imagery using a convolutonal neural network - from our ICIP 2018 paper (Dunnings / Breckon)

furg-fire-dataset

A dataset and evaluation scheme to provide an straightforward manner to compare the performance of different non-stationary video based fire detectors.

gan_mnist

使用对抗生成网络生成新的mnist图像

gmm

混合高斯模型

head-detection-using-yolo

Detection of head using YOLO

i3d_finetune

TensorFlow code for finetuning I3D model on UCF101.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

kmeans_image_segmentation

"init"

lstm_mnist

meglass

An eyeglass face dataset collected and cleaned for face recognition evaluation.

pix2pix

使用pix2pix生成对抗网络

real_time_face_recognition

Real time face detection and recognition base on opencv/tensorflow/mtcnn/facenet

rotate-and-render

Code for Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images (CVPR 2020)

safety-halmat