zhahu315

zhahu315's Stars

• ctgk/PRML

  PRML algorithms implemented in Python

  Language:Jupyter Notebook11.5k3.2k

• dk-liang/Awesome-Visual-Transformer

  Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

  3.4k399

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python21k3.1k

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.8k605

• MenghaoGuo/Awesome-Vision-Attentions

  Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

  Language:Python2.8k410

• ultralytics/yolov5

  YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  Language:Python51.4k16.5k

• Tencent/TurboTransformers

  a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

  Language:C++1.5k198

• gmalivenko/onnx-opcounter

  Count number of parameters / MACs / FLOPS for ONNX models.

  Language:Python8821

• xmu-xiaoma666/External-Attention-pytorch

  🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

  Language:Python11.6k1.9k

• ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

  Tools to Design or Visualize Architecture of Neural Network

  4.5k576

• rafellerc/Pytorch-SiamFC

  Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

  Language:Python615148

• Anduin2017/HowToCook

  程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).

  Language:Dockerfile68k8.8k

• yhenon/pytorch-retinanet

  Pytorch implementation of RetinaNet object detection.

  Language:Python2.2k668

• yatengLG/Retinanet-Pytorch

  Retinanet目标检测算法(简单,明了,易用,全中文注释,单机多卡训练,视频检测)(based on pytorch,Simple, Clear, Mutil GPU)

  Language:Python26997

• GATECH-EIC/DepthShrinker

  [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan Fu, Haichuan Yang, Jiayi Yuan, Meng Li, Cheng Wan, Raghuraman Krishnamoorthi, Vikas Chandra, Yingyan Lin

  351

• Tianfang-Zhang/awesome-infrared-small-targets

  List of awesome infrared small targets detection methods!

  26242

• 666DZY666/micronet

  micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

  Language:Python2.2k478

• Mikoto10032/DeepLearning

  深度学习入门教程, 优秀文章, Deep Learning Tutorial

  Language:Jupyter Notebook14.8k3.6k

• NVIDIA/DeepLearningExamples

  State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  Language:Jupyter Notebook13.7k3.2k

• Jamie725/Multimodal-Object-Detection-via-Probabilistic-Ensembling

  Language:Python14520

• qfgaohao/pytorch-ssd

  MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

  Language:Python1.4k535

• tensorflow/models

  Models and examples built with TensorFlow

  Language:Python77.3k45.8k

• SensorsINI/v2e

  V2E: From video frames to DVS events

  Language:Python30255

• jwyang/faster-rcnn.pytorch

  A faster pytorch implementation of faster r-cnn

  Language:Python7.7k2.3k

• STVIR/pysot

  SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

  Language:Python4.5k1.1k

• midasklr/SSD.Pytorch

  Pytorch implementation of SSD512

  Language:Python5126

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27.5k2.5k

• TheAlgorithms/Python

  All Algorithms implemented in Python

  Language:Python196k45.9k

• ziqiangt/vim-init

  轻量级 Vim 配置框架，全中文注释

  Language:Vim script77

• nvdla/hw

  RTL, Cmodel, and testbench for NVDLA

  Language:Verilog1.8k571