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David Tian's Projects

caffe-model icon caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

ccnn icon ccnn

Counting CNN and Hydra CNN

compactcnncascade icon compactcnncascade

A binary library for fast and robust detection of simple objects using compact CNNs.

deepvideoanalytics icon deepvideoanalytics

A highly configurable visual search & analytics platform for images and videos.

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

face_recognition-1 icon face_recognition-1

使用webface人脸数据集以及DeepID网络,通过Caffe训练出模型参数,得到LFW二分类的人脸识别准确率。

hed icon hed

code for Holistically-Nested Edge Detection

lcnn_train icon lcnn_train

train model of "A Lightened CNN for Deep Face Representation" 人脸识别

lfw_evaluation icon lfw_evaluation

Learn more about LFW dataset and parse related files. Try to design a new CNN to get satisfactory results on LFW dataset.

openpose icon openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

pcn icon pcn

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

pointsetgeneration icon pointsetgeneration

Code for ``A Point Set Generation Network for 3D Object Reconstruction from a Single Image''

ram_person_id icon ram_person_id

Recurrent Attention Models for Depth-Based Person Identification

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