estherxue

estherxue's Stars

• dandelin/ViLT

  Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

  Language:Python1.4k215

• salesforce/LAVIS

  LAVIS - A One-stop Library for Language-Vision Intelligence

  Language:Jupyter Notebook10.4k1k

• progschj/ThreadPool

  A simple C++11 Thread Pool implementation

  Language:C++8.2k2.3k

• formulahendry/955.WLB

  955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

  35.1k1.8k

• ModelTC/MQBench

  Model Quantization Benchmark

  Language:Python793143

• NVIDIA/cutlass

  CUDA Templates for Linear Algebra Subroutines

  Language:C++7.1k1.2k

• google/gemmlowp

  Low-precision matrix multiplication

  Language:C++1.8k455

• google/lyra

  A Very Low-Bitrate Codec for Speech Compression

  Language:C++3.9k357

• yoshitomo-matsubara/torchdistill

  A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

  Language:Python1.5k131

• JialeCao001/PedSurvey

  From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)

  17228

• ethanhe42/Stronger-yolo-pytorch

  Language:Python5010

• xingyizhou/CenterNet

  Object detection, 3D detection, and pose estimation using center point detection:

  Language:Python7.4k1.9k

• Res2Net/Res2Net-PretrainedModels

  (ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

  Language:Python1.1k216

• FLHonker/Awesome-Knowledge-Distillation

  Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

  2.6k336

• xuannianz/FSAF

  FSAF (Feature Selective Anchor-Free Module for Single-Shot Object Detection) implementation in Keras and Tensorflow

  Language:Python11929

• wangzheallen/awesome-human-pose-estimation

  Human Pose Estimation Related Publication

  1.4k207

• cbsudux/awesome-human-pose-estimation

  A collection of awesome resources in Human Pose estimation.

  2.5k409

• Paperspace/DataAugmentationForObjectDetection

  Data Augmentation For Object Detection

  Language:Jupyter Notebook1.1k318

• jshilong/SEPC

  Scale-equalizing Pyramid Convolution for object detection(CVPR2020)

  Language:Python33056

• AlexeyAB/darknet

  YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

  Language:C22k8k

• Megvii-BaseDetection/BorderDet

  BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)

  Language:Python43162

• Tianxiaomo/pytorch-YOLOv4

  PyTorch ,ONNX and TensorRT implementation of YOLOv4

  Language:Python4.5k1.5k

• BangguWu/ECANet

  Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

  Language:Python1.3k200

• Lam1360/YOLOv3-model-pruning

  在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

  Language:Python1.7k434

• dkozlov/awesome-knowledge-distillation

  Awesome Knowledge Distillation

  3.6k507

• lhyfst/knowledge-distillation-papers

  knowledge distillation papers

  75285

• zylo117/Yet-Another-EfficientDet-Pytorch

  The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

  Language:Jupyter Notebook5.2k1.3k

• adri-romsor/FitNets

  FitNets: Hints for Thin Deep Nets

  Language:Python20545

• haitongli/knowledge-distillation-pytorch

  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

  Language:Python1.9k349

• open-mmlab/mmdetection

  OpenMMLab Detection Toolbox and Benchmark

  Language:Python30.6k9.6k