githubfragments's repositories
Automold--Road-Augmentation-Library
This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.
read_awesome-lane-detection
A paper list of lane detection.
Autopilot-Updating-Notes
自动驾驶更新笔记，以解析各模块知识点、整合行业优秀解决方案进行阐述，以帮助自己及有需要的读者；包含深度学习、deeplearning、无人驾驶、BEV、Transformer、ADAS、CVPR2023、特斯拉AI DAY等内容。由于水平有限，文中不妥之处恳请广大读者批评指正。 未完待续........ 如有合作意向，请联系 nwaysir@163.com
dbscan
Probably the fastest C++ dbscan library.
MapTR
[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
RCLane
[ECCV 2022] RCLane: Relay Chain Prediction for Lane Detection
DeepFit
Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"
BEVDet
Official code base of the BEVDet series .
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Learning-Deep-Learning
Paper reading notes on Deep Learning and Machine Learning
CrackDataset_DL_HY
Pavement surface crack datasets for DL based crack detection
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
K-Net
[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation
pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
CLIP
Contrastive Language-Image Pretraining
ViewAL
[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"
vae.pytorch
A PyTorch Implementation of Deep Feature Consistent Variational Autoencoder.
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
mvts_transformer
Multivariate Time Series Transformer, public version
GLCIC-PyTorch
A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
annbench
A lightweight benchmark for approximate nearest neighbor search
ToolInstallationAndUse
to log the installation of tools，
pytorch-lr-scheduler
PyTorch implementation of some learning rate schedulers for deep learning researcher.