Prune DNN using Alternating Direction Method of Multipliers (ADMM)
Real-Time and Accurate Multi-Person Pose Estimation&Tracking System
Automatic architecture search and hyperparameter optimization for PyTorch
Google, Naver multiprocess image web crawler (Selenium)
Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)
This repo is implemented based on detectron2 and centernet
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation
Enforcing temporal consistency in real-time per-frame semantic video segmentation
An Industrial Grade Federated Learning Framework
Make your own dataset for object detection and transform the format to coco json format
Open source platform for the machine learning lifecycle
Convert Open Images annotations into MS Coco format to make it a drop in replacement
Resource scheduling and cluster management for AI
Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'
All Algorithms implemented in Python
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Code release for "Adversarial Robustness vs Model Compression, or Both?"
Rotated Mask R-CNN: From Bounding Boxes to Rotated Bounding Boxes
Quantify computer vision performance in human terms
Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018
: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:
Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.
The Kite plugin for Vim.