timm 开源项目推荐（164 个）

WangLibo1995 /GeoSeg

UNetFormer：一个类似UNet的Transformer，用于遥感城市场景图像的有效语义分割，ISPRS。此外，还包括用于卫星、航空图像和无人机图像分割的其他视觉转换器和CNN。

sail-sg /Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

v-iashin /video_features

Extract video features from raw videos using multiple GPUs. We support RAFT flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, and TIMM models.

dronefreak /human-action-classification

Human action classification system with pose-based (MediaPipe) and video-based (3D CNN) models. Features 100+ architectures for real-time pose classification and temporal models pretrained on UCF-101/HMDB51.

all-things-vits /code-samples

Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.

moein-shariatnia /Pix2Seq

Simple Implementation of Pix2Seq model for object detection in PyTorch

yang-ruixin /PyTorch-Image-Models-Multi-Label-Classification

Multi-label classification based on timm.

okunator /cellseg_models.pytorch

Encoder-Decoder Cell and Nuclei segmentation models

ZFTurbo /timm_3d

PyTorch Volume Models for 3D data

AlpinDale /foidfinder

Identify anime characters and series in images

mberkay0 /pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

isLinXu /vision-process-webui

💡💡💡awesome compute vision app in gradio

Jittor-Image-Models /Jittor-Image-Models

Jittor Image Models is a library for pulling together a wide variety of SOTA deep learning models in the Jittor framework.

james77777778 /keras-image-models

A library that includes Keras3 layers, blocks and models with pretrained weights, providing support for transfer learning, feature extraction, and more.

iKrishneel /detectron2_timm

A simple wrapper library for binding timm models as detectron2 backbones

riverback /pytorch_attribution

Attribution methods that explain image classification models, implemented in PyTorch, and support batch inputs and GPU.

yang-ruixin /pytorch-image-models-with-simclr

Multi-label classification based on timm, and add SimCLR to timm.

cobanov /tasnif

Unsupervised image clustering with modern deep embeddings (ConvNeXt, DINOv2, CLIP, faces) + K-Means. Sort a folder of images into clusters with one Python call or CLI.

karasawatakumi /pytorch-image-classification

Simple image classification for custom dataset (pytorch-lightning, timm)

dnth /supercharge-your-pytorch-image-models-blogpost

Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations