ustcwhy Goto Github PK

awesome-detection-transformer

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

controlnet

Let us control diffusion models

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

detr

End-to-End Object Detection with Transformers

detrex

detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), etc.

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flash-attention

Fast and memory-efficient exact attention

flexgen

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion - Detect , Segment and Generate Anything with Text Inputs

jarvis

JARVIS, a system to connect LLMs with ML community

lavis

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

llama

Inference code for LLaMA models

lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Model for All.

lmops

General technology for enabling AI capabilities w/ LLMs and MLLMs

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

mmscenegraph

ICCV 2021: A brand new hub for Scene Graph Generation methods based on MMdetection (2021). The pipeline of from detection, scene graph generation to downstream tasks (e.g., image cpationing) is supported. Pytorch version implementation of HetH (ECCV 2020) and TopicSG (ICCV 2021) is included.

mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

nebullvm

Plug and play modules to optimize the performances of your AI systems 🚀

openchatkit

scene-graph-benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

taichi

Productive & portable high-performance programming in Python.

torchscale

Transformers at any scale

transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

ustcwhy.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

videomae

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training