hekaijie123

MPP-LLaVA

Personal Project: MPP-Qwen14B & MPP-Qwen-Next(Multimodal Pipeline Parallel based on Qwen-LM). Support [video/image/multi-image] {sft/conversations}. Don't let the poverty limit your imagination! Train your own 8B/14B LLaVA-training-like MLLM on RTX3090/4090 24GB.

multimodal-prompt-learning

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

mlx-examples

Examples in the MLX framework

Cream

This is a collection of our NAS and Vision Transformer work.

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

sd-webui-controlnet

WebUI extension for ControlNet

paper-reading

深度学习经典、新论文逐段精读

zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

SiamTrackers

(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on deep learning

gpt-3

GPT-3: Language Models are Few-Shot Learners

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

slambook2

edition 2 of the slambook

slambook

stable-diffusion-webui

Stable Diffusion web UI

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

OpenSeeD

[ICCV 2023] Official implementation of the paper "A Simple Framework for Open-Vocabulary Segmentation and Detection"

mfpsg

mask2former psg

VITA

VITA: Video Instance Segmentation via Object Token Association (NeurIPS 2022)

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

SOTDrawRect

You can draw the corresponding bounding box into the image and save it according to the result file (txt format) run by the tracker.Moreover, the author will update some of the problems in the pysot-toolkit toolkit from time to time.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-memonger

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

Single_Object_Tracking_Paper_List

Paper list for single object tracking

video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

pytracking

Visual tracking library based on PyTorch.

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐