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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, ... 🧠

crnn_chinese_characters_rec

（数据集和标签）(CRNN) Chinese Characters Recognition.

ctpn--

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

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60多个国家的400多所大学用于教学。

deep-learning-with-python

《Python深度学习》书籍代码

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

drawio-desktop

Official electron build of draw.io，画结构图的，完全免费

gpen

labelimg-bounding-box-

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

objectdetection_script

一些关于目标检测的脚本的改进思路代码

ocr_dataset

常用的ocr数据集

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

stylegan

StyleGAN - Official TensorFlow Implementation

stylegan-nada

stylegan.pytorch

A PyTorch implementation for StyleGAN with full features.

stylegan2

StyleGAN2 - Official TensorFlow Implementation

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

stylegan2-pytorch-1

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

stylegan3

Official PyTorch implementation of StyleGAN3

textboxes-

TextBoxes++: A Single-Shot Oriented Scene Text Detector

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov8-4.27-

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite