DavidHSTai (giorking)

giorking

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Location:Bay area

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DavidHSTai's repositories

admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

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AlphaPose

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

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Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

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AutoCrawler

Google, Naver multiprocess image web crawler (Selenium)

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CenterNet_Pro_Max

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

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centerX

This repo is implemented based on detectron2 and centernet

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

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distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

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Distilling-Object-Detectors

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

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ETC-Real-time-Per-frame-Semantic-video-segmentation

Enforcing temporal consistency in real-time per-frame semantic video segmentation

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FATE

An Industrial Grade Federated Learning Framework

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labelme2coco

Make your own dataset for object detection and transform the format to coco json format

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mlflow

Open source platform for the machine learning lifecycle

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openimages2coco

Convert Open Images annotations into MS Coco format to make it a drop in replacement

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pai

Resource scheduling and cluster management for AI

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PolarMask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

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Python

All Algorithms implemented in Python

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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Robustness-Aware-Pruning-ADMM

Code release for "Adversarial Robustness vs Model Compression, or Both?"

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rotated_maskrcnn

Rotated Mask R-CNN: From Bounding Boxes to Rotated Bounding Boxes

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scalabel

Quantify computer vision performance in human terms

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sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

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TensorRT-DETR

:zap::zap::zap:NVIDIA-阿里2021 TRT比赛 `二等奖` 代码提交 团队:美迪康 AI Lab :rocket::rocket::rocket:

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Thundernet_Pytorch

Implementation Thundernet

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TorchSeg

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

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vim-plugin

The Kite plugin for Vim.

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