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WangLibo1995 /GeoSeg

Star864

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

deep-learning cnn pytorch segmentation semantic-segmentation remote-sensing-image pytorch-lightning vision-transformer timm

UpdatedAug 19, 2024
Python

sail-sg /Adan

Star789

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

deep-learning optimizer pytorch artificial-intelligence moe resnet vit diffusion mae fairseq cuda-programming bert-model gpt2 transformer-xl timm convnext adan llms dreamfusion llm-training

UpdatedJul 2, 2024
Python

v-iashin /video_features

Star591

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.

raft audio-features parallel pytorch feature-extraction resnet vit optical-flow clip multi-gpu i3d s3d video-features vggish r2plus1d swin visual-features timm ig65m laion

UpdatedJan 31, 2025
Python

all-things-vits /code-samples

Star186

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

tutorial transformers attention representation-learning explainability vision-transformers timm diffusers cvpr2023

UpdatedJun 20, 2023
Jupyter Notebook

moein-shariatnia /Pix2Seq

Star123

Simple Implementation of Pix2Seq model for object detection in PyTorch

deep-learning pytorch transformer object-detection language-model pytorch-implementation huggingface timm pix2seq

UpdatedSep 2, 2023
Python

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

Star118

Multi-label classification based on timm.

pytorch densenet resnet transfer-learning pretrained-models multi-label-classification multi-task mixnet multi-label pretrained-weights multi-task-learning imagenet-classifier mnasnet mobilenetv3 efficientnet hrnet regnet gradient-centralization vision-transformer-models timm

UpdatedSep 13, 2021
Jupyter Notebook

okunator /cellseg_models.pytorch

Star90

Encoder-Decoder Cell and Nuclei segmentation models

ai ml pytorch microscopy cell-segmentation digital-pathology panoptic-segmentation nuclei-segmentation tissue-segmentation cellpose timm stardist hovernet omnipose

UpdatedApr 23, 2025
Python

mberkay0 /pretrained-backbones-unet

Star60

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

pytorch pip vgg densenet resnet pretrained-models unet semantic-segmentation backbone-models efficientnet regnet timm convnext convnext-unet

UpdatedMar 10, 2023
Python

ZFTurbo /timm_3d

Star54

PyTorch Volume Models for 3D data

pytorch vgg classification pretrained-models 3d-models 3d-convolutional-network densenet-pytorch 3d-resnet 3d-classification efficientnet timm 3d-vgg maxvit 3d-maxvit

UpdatedAug 1, 2024
Python

NICE-FUTURE /predict-gender-and-age-from-camera

Star53

【Demo】基于CNN实现对摄像头捕捉的人脸进行性别和年龄的预测【于2023.10.10更新】

deep-learning pytorch transformer timm

UpdatedJan 15, 2025
Python

isLinXu /vision-process-webui

Star52

💡💡💡awesome compute vision app in gradio

torchvision mmdetection detectron2 yolo-series openmmlab ultralytics mmsegmentation mmpose mmaction2 timm mmocr mmyolo detrex super-gradients mmpretrain

UpdatedMay 17, 2024
Python

Jittor-Image-Models /Jittor-Image-Models

Star49

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

resnet vit efficientnet hrnet jittor timm

UpdatedFeb 24, 2022
Python

james77777778 /keras-image-models

Star45

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

deep-learning model-zoo tensorflow keras torch imagenet pretrained-models jax timm keras3