timm

There are 2 repositories under timm topic.

sail-sg / Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan artificial-intelligence bert-model convnext cuda-programming deep-learning diffusion dreamfusion fairseq gpt2 mae optimizer pytorch resnet timm transformer-xl vit
Language:Python 726
WangLibo1995 / GeoSeg
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.
pytorch-lightning remote-sensing-image vision-transformer deep-learning pytorch timm cnn segmentation semantic-segmentation
Language:Python 537
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, ResNet features.
pytorch multi-gpu feature-extraction parallel video-features visual-features audio-features i3d vggish r2plus1d resnet raft optical-flow ig65m clip s3d laion swin timm vit
Language:Python 433
all-things-vits / code-samples
Holds code for our CVPR'23 tutorial: All Things ViTs: Understanding and Interpreting Attention in Vision.
attention cvpr2023 diffusers explainability representation-learning timm transformers tutorial vision-transformers
Language:Jupyter Notebook 151
moein-shariatnia / Pix2Seq
Simple Implementation of Pix2Seq model for object detection in PyTorch
deep-learning huggingface language-model object-detection pix2seq pytorch pytorch-implementation timm transformer
Language:Python 108
yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification
Multi-label classification based on timm.
multi-label multi-label-classification pytorch pretrained-models pretrained-weights transfer-learning gradient-centralization densenet efficientnet hrnet mixnet mnasnet mobilenetv3 regnet resnet multi-task timm multi-task-learning vision-transformer-models imagenet-classifier
Language:Jupyter Notebook 98
okunator / cellseg_models.pytorch
Encoder-Decoder Cell and Nuclei segmentation models
accelerate ai cell-segmentation cellpose digital-pathology hovernet microscopy ml nuclei-segmentation omnipose panoptic-segmentation pytorch pytorch-lightning stardist tissue-segmentation timm
Language:Python 61
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.
efficientnet hrnet jittor resnet timm vit
Language:Python 46
NICE-FUTURE / predict-gender-and-age-from-camera
【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 timm transformer
Language:Python 40
iKrishneel / detectron2_timm
A simple wrapper library for binding timm models as detectron2 backbones
detectron2 timm detection cnn mask-rcnn transformer object-detection instance-segmentation convolutional-neural-networks
Language:Jupyter Notebook 38
mberkay0 / pretrained-backbones-unet
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
backbone-models convnext convnext-unet densenet efficientnet pip pretrained-models pytorch regnet resnet semantic-segmentation timm unet vgg
Language:Python 36
yang-ruixin / pytorch-image-models-with-simclr
Multi-label classification based on timm, and add SimCLR to timm.
simclr semi-supervised-learning self-supervised-learning semi-supervised self-supervised timm pytorch transfer-learning pretrained-models multi-label-classification multi-label multi-task multi-task-learning pretrained-weights efficientnet gradient-centralization mixnet mobilenetv3 vision-transformer-models imagenet-classifier
Language:Jupyter Notebook 32
isLinXu / vision-process-webui
💡💡💡awesome compute vision app in gradio
detectron2 detrex mmaction2 mmdetection mmocr mmpose mmsegmentation mmyolo openmmlab timm torchvision ultralytics yolo-series mmpretrain super-gradients
Language:Python 27
karasawatakumi / pytorch-image-classification
Simple image classification for custom dataset (pytorch-lightning, timm)
image-classification pytorch pytorch-lightning timm
Language:Python 23
developer0hye / pytorch-backbone-benchmark
Benchmarks for popular neural network models supported by timm
pytorch benchmark timm
Language:Python 17
groomata / vision
Clean, reproducible, boilerplate-free deep learning project template.
pytorch pytorch-lightning einops timm simclr albumentations docker mlops hydra hydra-zen self-supervised-learning imagenet
Language:Python 17
affjljoo3581 / G2Net-Detecting-Continuous-Gravitational-Waves
🥈12th place solution on G2Net Detecting Continuous Gravitational Waves🥈
apex cnn convnext gravitational-waves kaggle pytorch timm
Language:Python 14
gokul-pv / lightning-hydra-timm
PyTorch Lightning + Hydra. + Timm: A very user-friendly template for rapid and reproducible MLOps with best practices. ⚡🔥⚡
best-practices config hydra mlops pytorch-lightning timm
Language:Python 14
affjljoo3581 / deit3-jax
Jax/Flax implementation of DeiT and DeiT-III
deep-learning flax image-classification jax machine-learning timm tpu transformer vision vision-transformer
Language:Shell 9
grandmasterai / grandmaster
The AI framework for software engineers
ai audio computervision deeplearning huggingface machinelearning nlp opensource pytorch tensorflow timm
Language:Python 9
association-rosia / flair-2
Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.
computer-vision deep-learning multiclass-segmentation cookiecutter-template deeplearning image-processing lightning multimodal multimodal-deep-learning pytorch pytorch-lightning sentinel-2 timm tta wandb test-time-augmentation
Language:Jupyter Notebook 8
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.
imagenet jax keras keras3 model-zoo tensorflow timm torch deep-learning pretrained-models
Language:Python 8
a5chin / NumberPlaceSolver
Sudoku Analysis Software
pytorch timm opencv-python resnet-18 deep-learning numpy python automation
Language:Jupyter Notebook 7
ZFTurbo / timm_3d
PyTorch Volume Models for 3D data
3d-classification 3d-convolutional-network 3d-maxvit 3d-models 3d-resnet 3d-vgg classification densenet-pytorch efficientnet maxvit pretrained-models pytorch timm vgg
Language:Python 7
jianzhnie / AutoTimm
Auto torch image models: train and evaluation
image-classification semi-supervised-learning automl-pipeline transfer-learning image-transformer pytorch pytorch-lightning self-supervised-learning timm
Language:Python 6
riverback / pytorch_attribution
Attribution methods that explain image classification models, implemented in PyTorch, and support batch input and GPU.
attribution explainability interpretability timm visualization xai class-activation-map grad-cam integrated-gradients
Language:Python 5
Wp-Zhang / Deep-Color-Transfer
Deep learning based color transfer between images.
deep-learning knowledge-distillation python pytorch-lightning timm u-net weights-and-biases
Language:Python 5
xduan7 / hat-cl
HAT (Hard Attention to the Task) Modules for Continual Learning
computer-vision continual-learning pytorch timm
Language:Python 5
licksylick / classification_models.pytorch
Classification models with pretrained backbones. PyTorch. Easy to use baseline to train your models
classification dataset deep-learning efficientnet resnet pytorch baseline education mobilenet mobilenetv2 mobilenetv3 timm vgg vgg16 vgg19 vision-transformer vit
Language:Python 4
yester31 / Useful_Toy_Project
usefull toy projects
algorithms webrtc database sql dataloader base64 webrtc-sfu python-websocket nodejs-server nodejs-websocket timm deep-learning websockets
Language:C++ 4
GaoShanwen / pytorch-toolkit-dev
building a multitask training platform based on Pytorch
python pytorch timm image-classification re-identification object-detection yolo
3
chamidullinr / fine-grained-visual-recognition
The repository contains supplementary material to my Master's thesis - Fine-grained Visual Recognition with Side Information
fine-grained-visual-categorization machine-learning convolutional-neural-networks visual-transformers pytorch timm huggingface-transformers
Language:Jupyter Notebook 2
MouxiaoHuang / General_DL
A general deep learning project that can be easily transferred to other specific tasks.
computer-vision deep-learning deep-learning-framework pytorch torch timm
Language:Python 2
syjeon121 / model-benchmark
benchmark pytorch models
backbone benchmark deep-neural-networks flops timm
Language:Python 2
YeonwooSung / vision-search
Image search engine
image-search image-search-engine search-engine fastapi timm transformer transformers
Language:Python 2
kochlisGit / VIT2
This repository is the implementation of the paper: ViT2 - Pre-training Vision Transformers for Visual Times Series Forecasting. ViT2 is a framework designed to address generalization & transfer learning limitations of Time-Series-based forecasting models by encoding the time-series to images using GAF and a modified ViT architecture.
computer-vision convolutional-neural-networks darts deep-neural-networks gramian-angular-fields image-encoding nbeats nhits python pytorch resnet temporal-fusion-transformer tensorflow time-series-forecasting timm vision-transformer probalistic-forecasting multi-quantile-regression
Language:Jupyter Notebook 1

timm

sail-sg / Adan

WangLibo1995 / GeoSeg

v-iashin / video_features

all-things-vits / code-samples

moein-shariatnia / Pix2Seq

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

okunator / cellseg_models.pytorch

Jittor-Image-Models / Jittor-Image-Models

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

iKrishneel / detectron2_timm

mberkay0 / pretrained-backbones-unet

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

isLinXu / vision-process-webui

karasawatakumi / pytorch-image-classification

developer0hye / pytorch-backbone-benchmark

groomata / vision

affjljoo3581 / G2Net-Detecting-Continuous-Gravitational-Waves

gokul-pv / lightning-hydra-timm

affjljoo3581 / deit3-jax

grandmasterai / grandmaster

association-rosia / flair-2

james77777778 / keras-image-models

a5chin / NumberPlaceSolver

ZFTurbo / timm_3d

jianzhnie / AutoTimm

riverback / pytorch_attribution

Wp-Zhang / Deep-Color-Transfer

xduan7 / hat-cl

licksylick / classification_models.pytorch

yester31 / Useful_Toy_Project

GaoShanwen / pytorch-toolkit-dev

chamidullinr / fine-grained-visual-recognition

MouxiaoHuang / General_DL

syjeon121 / model-benchmark

YeonwooSung / vision-search

kochlisGit / VIT2