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chifang's Projects

3d_virtual_fitting_room icon 3d_virtual_fitting_room

Augmented reality fitting room. Allows the user to try on 3D models of clothes. Implemented using WPF 3D and Kinect SDK v.1.8.

cnn_open icon cnn_open

A hardware implementation of CNN, written by Verilog and synthesized on FPGA

deep-anpr icon deep-anpr

Using neural networks to build an automatic number plate recognition system

deeplab_v3 icon deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

demon icon demon

DeMoN: Depth and Motion Network

east icon east

A tensorflow implementation of EAST text detector

facenet-pytorch-vggface2 icon facenet-pytorch-vggface2

A PyTorch implementation of Google's FaceNet [1] paper for training a facial recognition model with Triplet Loss and an implementation of the Shenzhen Institutes of Advanced Technology's 'Center Loss' [2] combined with Cross Entropy Loss using the VGGFace2 dataset. A pre-trained model using Triplet Loss is available for download.

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

flownet2 icon flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

gitignore icon gitignore

A collection of useful .gitignore templates

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