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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

apachecn-dl-zh

ApacheCN 深度学习译文集

awsome-3d-computer-vision-resources

总结3D视觉所涉及到的边边角角知识点，包括VSLAM、点云后处理、相机标定、深度学习等。

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

centernet

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

classical_models

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cuda_spatial_deform

A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

cvprojects

computer vision projects | 计算机视觉等好玩的AI项目

deep-learning-models

Keras code and weights files for popular deep learning models.

deepcut-cnn

CNN architecture for articulated human pose estimation

deepliif

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22]

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detr

End-to-End Object Detection with Transformers

ellipsoid

Example code for enclosing points in an elipsoid

gastric-cancer-detect

胃癌恶性病变组织检测

hand-graph-cnn

3D Hand Shape and Pose Estimation from a Single RGB Image

hand-keypoint-recognition

基于PaddlePaddle实现手指关键点检测

hand3d

Network estimating 3D Handpose from single color images

handpose_x

手部21个关键点检测，二维手势姿态，手势识别，pytorch,handpose

higherhrnet-human-pose-estimation

This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

ilspy

.NET Decompiler with support for PDB generation, ReadyToRun, Metadata (&more) - cross-platform!

insightface

Face Analysis Project on PyTorch and MXNet

jupyterlab-kite

Kite Autocomplete Extension for JupyterLab

machinelearningnote

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

model-zoo

MONAI Model Zoo that hosts models in the MONAI Bundle format.

models

Models and examples built with TensorFlow