stefanbschneider / pytorch-django

#计算机科学#Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

#计算机科学#A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

PyTorch DDPM implementation

#自然语言处理#How to build RNNs and LSTMs from scratch with NumPy.

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

PyTorch reimplementation of Diffusion Models

A collection of awesome text-to-image generation studies.

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

使用OpenCV部署yolov8检测人脸和关键点以及人脸质量评价，包含C++和Python两个版本的程序，只依赖opencv库就可以运行，彻底摆脱对任何深度学习框架的依赖。

利用语言模型，纠正OCR识别错误

[ECCV 2020] Reimplementation of 3DDFAv2, including face mesh, head pose, landmarks, and more.

YOLO-FaceV2: A Scale and Occlusion Aware Face Detector

a lightweight web app framework based on fastapi