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Ziqi Song's Projects

alphamatting icon alphamatting

Implementation of Shared Sampling for Real-time Alpha Matting - http://inf.ufrgs.br/~eslgastal/SharedMatting/

augmentor icon augmentor

Image augmentation library in Python for machine learning.

autoportraitmatting icon autoportraitmatting

Tensorflow implementation of Automatic Portrait Matting on paper "Automatic Portrait Segmentation for Image Stylization"

caffe2-ios icon caffe2-ios

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

cs231n-2017-summary icon cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

estimateimagematting icon estimateimagematting

An algorithm to apply a (hopefully) realtime background removal algorithm based on the Primatte idea

face-movie icon face-movie

Automatically create a time-lapse morph sequence of a face using OpenCV and Dlib.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

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

fgsegnet icon fgsegnet

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

fgsegnet_v2 icon fgsegnet_v2

FgSegNet_v2: "Learning Multi-scale Features for Foreground Segmentation.” by Long Ang LIM and Hacer YALIM KELES

fpn icon fpn

Feature Pyramid Networks for Object Detection

gif_process icon gif_process

Python scripts for extracting and creating .gif images.

gpuimage2 icon gpuimage2

GPUImage 2 is a BSD-licensed Swift framework for GPU-accelerated video and image processing.

icnet icon icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

llama icon llama

Inference code for LLaMA models

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