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Guan Ting, Lin's Projects

cs50 icon cs50

🎓 Harvard CS50 — 2018 solutions 👨‍🏫

deepqa-with-pytorch icon deepqa-with-pytorch

Re-implement the work from "Deep Learning of Human Visual Sensitivity in Image Quality Assessment Framework"

dped icon dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

enlightengan icon enlightengan

[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision"

exclusively-dark-image-dataset icon exclusively-dark-image-dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

imagecaptioning.pytorch icon imagecaptioning.pytorch

Image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

log.c icon log.c

A simple logging library implemented in C99

ocnet icon ocnet

OCNet achieves the state-of-the-art scene parsing performance on both Cityscapes and ADE20K.

ssds.pytorch icon ssds.pytorch

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

tensorflow-serving-yolov3 icon tensorflow-serving-yolov3

主要对原tensorflow版本算法进行了网络修改,显示调整,数据处理等细节优化,训练了Visdrone2019无人机数据集, 详细说明了 从本地训练到serving端部署yolov3的整个流程, 准确率 86%左右!FPS在1080上测试15-20帧左右!

tensorflow-yolov3 icon tensorflow-yolov3

🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset

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