githubfragments's repositories
annbench
A lightweight benchmark for approximate nearest neighbor search
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.
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
BEVDet
Official code base of the BEVDet series .
CLIP
Contrastive Language-Image Pretraining
CrackDataset_DL_HY
Pavement surface crack datasets for DL based crack detection
dbscan
Probably the fastest C++ dbscan library.
DeepFit
Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"
FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
GLCIC-PyTorch
A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
K-Net
[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation
Learning-Deep-Learning
Paper reading notes on Deep Learning and Machine Learning
MapTR
[ICLR'23 Spotlight] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
mvts_transformer
Multivariate Time Series Transformer, public version
pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
pytorch-lr-scheduler
PyTorch implementation of some learning rate schedulers for deep learning researcher.
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
RCLane
[ECCV 2022] RCLane: Relay Chain Prediction for Lane Detection
read_awesome-lane-detection
A paper list of lane detection.
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
ToolInstallationAndUse
to log the installation of tools，
vae.pytorch
A PyTorch Implementation of Deep Feature Consistent Variational Autoencoder.
ViewAL
[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"