Peng Liu's repositories

Caffe_visualizing

visualizing CNN feature map based on caffe and Matlab

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continuous-online-video-classification-blog

Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi

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cpm

Convolutional Pose Machines in TensorFlow

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Deepfish

Live visualization of convolutional neural network using the iPhone's camera

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FaceDetection_CNN

Multi-view Face Detection Using Deep Convolutional Neural Networks

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facial-expression-recognition-using-Caffe

This is very basic code for facial expression recognition using Caffe.

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fashion-detection

Fashion Detection in the Wild (Deep Clothes Detector)

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fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

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fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

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Hard-Aware-Deeply-Cascaded-Embedding_release

Complete Code for "Hard-Aware-Deeply-Cascaded-Embedding"

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lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

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models

Models built with TensorFlow

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MTCNN_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

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ofxTSNE

t-SNE dimensionality reduction technique for openFrameworks

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OrdinalRegression

Caffe Loss Layer for Ordinal Regression with Multiple Output CNN for Age Estimation.

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pulse

Biofeedback application in browser

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ResNeXt

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

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scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

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SDC-Vehicle-Detection

Udacity Project - Vehicle Detection

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siamese_tf_mnist

Implementing Siamese Network using Tensorflow with MNIST

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Spark-practice

Apache Spark (PySpark) Practice on Real Data

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t-SNE-tutorial

A tutorial on the t-SNE learning algorithm

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Tensorflow-DeconvNet-Segmentation

Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"

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tensorflow-exercises

TensorFlow Exercises - focusing on the comparison with NumPy.

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tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

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tf_seq2seq_chatbot

[unmaintained]

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YOLO_tensorflow

tensorflow implementation of 'YOLO : Real-Time Object Detection'

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