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DavidHSTai's Projects

2d_detection icon 2d_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

acm icon acm

自己两年来做题总结的模板

admm-pruning icon admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alphapose icon alphapose

Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

argon icon argon

An open-standards augmented reality platform for the web

augmentor icon augmentor

Image augmentation library in Python for machine learning.

auto-pytorch icon auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

autoaugment icon autoaugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

autocrawler icon autocrawler

Google, Naver multiprocess image web crawler (Selenium)

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-1 icon caffe-1

Caffe for Sparse and Low-rank Deep Neural Networks

caffe-heatmap icon caffe-heatmap

Caffe with heatmap regression & spatial fusion layers. Useful for any CNN image position regression task.

caffe-model icon caffe-model

Caffe models (includimg classification, detection and segmentation) and deploy files for famouse networks

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

caffeonacl icon caffeonacl

Using ARM Compute Library (NEON+GPU) to speed up caffe; Providing utilities to debug, profile and tune application performance

centernet_pro_max icon centernet_pro_max

Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)

centerx icon centerx

This repo is implemented based on detectron2 and centernet

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