lxy6 Goto Github PK

acnet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

albumentations

fast image augmentation library and easy to use wrapper around other libraries

autosmart

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cornernet-lite

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deep_gcns

Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

efficientnet-pytorch

A PyTorch implementation of EfficientNet

hed

code for Holistically-Nested Edge Detection

humpback-whale-identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

kaggle-understanding-clouds

Code for 1st place solution in Understanding Clouds from Satellite Images Challenge.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lixy12

machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

numpy-ml

Machine learning, in numpy

one_shot_pytorch

pandas_exercises

Practice your pandas skills!

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-triplet-loss

re-implementation of triplet loss and triplet mining strategies (batch all and batch hard)

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"