chensming

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, ... 🧠

algorithm-visualizer

:fireworks:Interactive Online Platform that Visualizes Algorithms from Code

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

guided-diffusion

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

yoloair

🔥🔥🔥 专注于YOLOv5，YOLOv7、YOLOv8、YOLOv9改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

FastSpeech2

An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

Diffusion-LM

Diffusion-LM

diffae

Official implementation of Diffusion Autoencoders

Text2Human

Code for Text2Human (SIGGRAPH 2022). Paper: Text2Human: Text-Driven Controllable Human Image Generation

VNext

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

awesome-chinese-ner

中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型、词向量、实体识别综述等。

Harmonizer

High-Resolution Image/Video Harmonization [ECCV 2022]

SinDiffusion

Official Implementation of SinDiffusion: Learning a Diffusion Model from a Single Natural Image

ObjectBox

(ECCV 22 Oral) ObjectBox: From Centers to Boxes for Anchor-Free Object Detection

AirDet

Full conference version of AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration

PSM

Image Inpainting via Iteratively Decoupled Probabilistic Modeling

FoCus

Source codes and dataset of Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge

BERT_MRC_NER_chinese

基于bert_mrc的中文命名实体识别

BERT-Chinese-NER-pytorch

pytorch实现 基于Bert+BiLSTM+CRF的中文命名实体识别

Editing-Out-of-Domain

diffusion

SSTA

Official repository for "Self-supervised Models are Good Teaching Assistants for Vision Transformers", ICML 2022.

Piggyback-GAN-Pytorch

Implementation of the paper PiggybackGAN (ECCV 2020) as part of ML reproducibility challenge.

Inpainting-using-diffusion-models