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jennyli-xin's Projects

ag-cnn icon ag-cnn

The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)

ai_challenger_2017 icon ai_challenger_2017

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

attngan-tensorflow icon attngan-tensorflow

Simple Tensorflow implementation of "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks" (CVPR 2018)

deeplung icon deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

deeplung-1 icon deeplung-1

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

f-anogan icon f-anogan

Code for reproducing f-AnoGAN training and anomaly scoring

imagecaption-underfitting icon imagecaption-underfitting

Image caption models using visual attention and reinforcement learning (The 4th place solution to the AIChallenger Contest, Image Caption Track by team xiaoquexing)

kaggle-rsna icon kaggle-rsna

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

lung-cancer-detection-using-3d-cnn icon lung-cancer-detection-using-3d-cnn

This project aims to construct a photo-realistic version of hand-drawn sketches of human faces using Deep Convolutional Neural Networks, using the CelebA dataset varying extensively in terms of pose, occlusion, illumination and background clutter. - TensorFlow library used to train CNN and OpenCV used for preprocessing and filtering data.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mirrorgan-tensorflow icon mirrorgan-tensorflow

Simple Tensorflow implementation of "MirrorGAN: Learning Text-to-image Generation by Redescription" (CVPR 2019)

models icon models

Models and examples built with TensorFlow

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