tonmas421's starred repositories
TorchVision_Maskrcnn
这个是利用pytorch中的torchvision实现的一个maskrcnn的目标检测和实例分割的小例子
Thermographic-Image-Processing-GUI
A thermographic signal processing toolbox (GUI)
Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
CMUComputationalPhotography
Jupyter Notebooks for CMU Computational Photography Course 15.463
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
AI-research-tools
:hammer:AI 方向好用的科研工具
RES-DIC-HD
Complete documentation (CAD,ECAD, Software, Instructions) of a novel Residual Stress Measurement Device utilising Hole Drilling Method and Digital Image Correlation
Python_DIC
Python implementation of Digital Image Correlation (DIC)
DIC-Simulator
Digital Image Correlation Simulator
pydictoolkit
Toolkit to further analyze 2D and 3D Digital Image Correlation results. The current work focuses on strain evolution at the surface of growing biological materials.
image_correl
Digital Image Correlation
Refractive-three-dimensional-reconstruction-for-underwater-stereo-digital-image-correlation
这是这篇论文关于折射三维重建的代码，包括折射界面方程的重建以及折射三维重建的代码
researchproject_deepDIC
Deep DIC: Deep Learning-Based Digital Image Correlation for End-to-End Displacement and Strain Measurement
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
Predictions-of-thermal-fields-in-additive-manufacturing
Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning
Transformer_implementation_and_application
The 300 lines of code (Tensorflow 2) completely replicates the Transformer model and is used in neural machine translation tasks and chat bots. 300行代码（Tensorflow 2）完整复现了Transformer模型，并且应用在神经机器翻译任务和聊天机器人上。
Machine-translation-based-on-Transformer
基于Transformer的机器翻译系统
transformer-translation
Using Pytorch's nn.Transformer module to create an english to french neural machine translation model.
generators-with-stylegan2
Here is a series of face generators based on StyleGAN2
MMGeneration_Tutorials
Jupyter notebook tutorials for mmgeneration