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mary yan's Projects

open-images-dataset icon open-images-dataset

Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes.

opence icon opence

Contrast Enhancement Techniques for low-light images

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pocketflow icon pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

ppcn icon ppcn

Tensorflow implementation of Perception-Preserving Convolutional Networks for Image Enhancement on Smartphones (ECCV 2018 Workshop PIRM)

prnet icon prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

pyimreg icon pyimreg

Simple Image registration using SIFT and RANSAC algorithm

realsr icon realsr

Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model

sgl icon sgl

Simple Graphics Library (using OpenGL and SDL)

sice icon sice

Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images (TIP 2018)

sift_ransac icon sift_ransac

This is the project design of course Digital Image Processing (2017-2018, Fall) in EE Department, Tsinghua University.

stablellve icon stablellve

Learning Temporal Consistency for Low Light Video Enhancement from Single Images (CVPR2021)

super-resolution icon super-resolution

A framework for multiframe super-resolution (enhancing the quality of an image from multiple similar low-resolution images) with support for hyperspectral imaging data.

super-resolution-1 icon super-resolution-1

Tensorflow 2.0 based implementation of EDSR, WDSR and SRGAN for single image super-resolution

taichi icon taichi

Productive & portable programming language for high-performance, sparse & differentiable computing on GPUs

tamu-pku-ug2 icon tamu-pku-ug2

[CVPR 2018 UG2 Challenge, Winner] BRIDGING THE GAP BETWEEN COMPUTATIONAL PHOTOGRAPHY AND VISUAL RECOGNITION

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

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