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Peng Dai's Projects

clm-framework icon clm-framework

CLM-framework (a.k.a Cambridge Face Tracker) is a framework for various Constrained Local Model based face tracking and landmark detection algorithms and their extensions/applications. Includes CLM-Z and CLNF.

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

cugraph icon cugraph

cuGraph - RAPIDS Graph Analytics Library

cvpr2016 icon cvpr2016

Learning Deep Representations of Fine-grained Visual Descriptions

d3 icon d3

A JavaScript visualization library for HTML and SVG.

dan icon dan

Deep Averaging Networks

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-with-caffe icon deep-learning-with-caffe

My tests and experiments on Caffe, the deep learning framework by Berkeley Vision and Learning Center (BVLC) and its contributors.

deep-retrieval icon deep-retrieval

🌁 Image retrieval using deep learning of global descriptors.

deep3d icon deep3d

Automatic 2D-to-3D Video Conversion with CNNs

deepfacelab icon deepfacelab

DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmask icon deepmask

Torch implementation of DeepMask and SharpMask

deepultrasound icon deepultrasound

Deep Learning RF Interpolation for Compressive Ultrasound Imaging

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