zhengfd123's repositories
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Point-Set-Matching-Registration-Material
A list of point set matching/registration resources collected by Gang Wang
CogVLM
a state-of-the-art-level open visual language model | 多模态预训练模型
kornia
Geometric Computer Vision Library for AI
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Holocron
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne)
RevCol
Official Code of Paper "Reversible Column Networks"
ONE-PEACE
A general representation modal across vision, audio, language modalities.
DALF_CVPR_2023
DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
FightingCV-Paper-Reading
⭐⭐⭐FightingCV Paper Reading, which helps you understand the most advanced research work in an easier way 🍀 🍀 🍀
FasterNet
[CVPR 2023] Code for PConv and FasterNet
openmixup
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
LatentEnhancement
FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
learn2learn
A PyTorch Library for Meta-learning Research
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
SCUNet
Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
100-Days-Of-ML-Code
100 Days of ML Coding