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WaterWood's Projects

caffe_ocr icon caffe_ocr

主流ocr算法研究实验性的项目,目前实现了CNN+BLSTM+CTC架构

cmsc733.github.io icon cmsc733.github.io

Course materials and notes for University of Maryland's class CMSC733: Computer Vision

deepfashion2 icon deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

deeplearningframeworks icon deeplearningframeworks

Demo of running NNs across different frameworks. 对比resnet18和resnet50在不同的深度学习框架上推理速度。

densebox icon densebox

Implemention of Baidu's DenseBox used for multi-task learning of object detection and landmark(key-point) localization 用PyTorch实现了百度的DenseBox并针对任意宽高比矩形(不仅限于方形)的目标检测做了优化,不仅可以输出关键点的热力图(heatmap)而且可以输出每个bbox对应关键点坐标

df-traffic_sign_detect icon df-traffic_sign_detect

基于虚拟仿真环境下的自动驾驶交通标志识别 Datafountain 平台上的一个竞赛,最终成绩为0.986,25th。前排大佬都能做到0.996+了,膜拜学习一下

dfsign icon dfsign

DataFountain-基于虚拟仿真环境下的自动驾驶交通标志识别 4th

ecoute icon ecoute

Ecoute is a live transcription tool that provides real-time transcripts for both the user's microphone input (You) and the user's speakers output (Speaker) in a textbox. It also generates a suggested response using OpenAI's GPT-3.5 for the user to say based on the live transcription of the conversation.

maskrcnn-benchmark icon maskrcnn-benchmark

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

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

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