langdaoliu

langdaoliu's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.7k4591325.8k

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.4k3139324.8k

• WZMIAOMIAO/deep-learning-for-image-processing

  deep learning for image processing including classification and object-detection etc.

  Language:Python23.3k1624208k

• albumentations-team/albumentations

  Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

  Language:Python14.3k1281.1k1.6k

• google/sanitizers

  AddressSanitizer, ThreadSanitizer, MemorySanitizer

  Language:C11.6k3521.7k1k

• Visualize-ML/Book4_Power-of-Matrix

  Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

  Language:Python8.8k761621.3k

• Visualize-ML/Book3_Elements-of-Mathematics

  Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

  Language:Python6.5k771651.1k

• Deci-AI/super-gradients

  Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

  Language:Jupyter Notebook4.6k45673511

• Visualize-ML/Book5_Essentials-of-Probability-and-Statistics

  Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

  Language:Jupyter Notebook3k3257620

• Visualize-ML/Book7_Visualizations-for-Machine-Learning

  Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

  Language:Jupyter Notebook2.5k3027479

• QianyanTech/Image-Downloader

  Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.

  Language:Python2.2k4454576

• Visualize-ML/Book6_First-Course-in-Data-Science

  Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！

  Language:Jupyter Notebook2.1k2719378

• alibaba/EasyCV

  An all-in-one toolkit for computer vision

  Language:Python1.8k3275206

• yassouali/pytorch-segmentation

  :art: Semantic segmentation models, datasets and losses implemented in PyTorch.

  Language:Jupyter Notebook1.7k22144384

• Fafa-DL/Awesome-Backbones

  Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

  Language:Python1.6k33131249

• sudharsan13296/Awesome-Meta-Learning

  A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

  1.5k692297

• NVIDIA-AI-IOT/Lidar_AI_Solution

  A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

  Language:Python1.3k19289239

• kemaloksuz/ObjectDetectionImbalance

  Lists the papers related to imbalance problems in object detection [TPAMI]

  1.1k714175

• voldemortX/pytorch-auto-drive

  PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, benchmarking & deployment help

  Language:Python85510127138

• Westlake-AI/openmixup

  CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

  Language:Python629165561

• PointsCoder/Awesome-3D-Object-Detection-for-Autonomous-Driving

  3D Object Detection for Autonomous Driving: A Comprehensive Survey (IJCV 2023)

  53817166

• luohenyueji/OpenCV-Practical-Exercise

  OpenCV practical exercise

  Language:C++51992206

• Deeachain/Segmentation-Pytorch

  Semantic Segmentation in Pytorch. Network include: FCN、FCN_ResNet、SegNet、UNet、BiSeNet、BiSeNetV2、PSPNet、DeepLabv3_plus、 HRNet、DDRNet

  Language:Python46962769

• Oneflow-Inc/libai

  LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

  Language:Python391417955

• wxkang157/PytorchPipeline

  Pytorch pipeline template

  Language:Python1373019

• TianhaoFu/Awesome-3D-Semantic-Segmentation

  Papers, code and datasets about deep learning for 3D Semantic Segmentation.

  57106

• AndyYuan96/PointCloudDynamicVoxel

  Language:C++562514

• yjh0410/PyTorch_YOLO_Tutorial

  YOLO Tutorial

  Language:Python471313

• haibo-qiu/GFNet

  [TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

  Language:Python38277

• fengjiang5/Knowledge-Distillation-from-Cylinder3D-to-PolarNet

  Language:Python19231