pretrained-weights · GitHub Topics

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

翻译 - PyTorch图像模型，脚本，预训练权重-（SE）ResNet / ResNeXT，DPN，EfficientNet，MixNet，MobileNet-V3 / V2，MNASNet，单路径NAS，FBNet等

Python 33.46 k

18 天前

qubvel-org / segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

翻译 - 具有预训练骨干的细分模型。 PyTorch。

segmentation 图像处理 pspnet unet unet-pytorch PyTorch fpn models imagenet pretrained-models semantic-segmentation image-segmentation segmentation-models deeplabv3 deeplab-v3-plus pretrained-weights 机器视觉 transformers

Python 10.18 k

3 天前

qubvel / classification_models

Classification models trained on ImageNet. Keras.

resnet pretrained-models pretrained-weights Keras imagenet imagenet-classifier classification-model resnext senet inceptionv3 densenet mobilenet xception vgg

Python 1.23 k

3 年前

qqlu / Entity

#计算机科学# EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

翻译 - 开放世界实体分割

image-segmentation segmentation PyTorch instance-segmentation panoptic-segmentation semantic-segmentation object-detection fcos condinst detectron2 pretrained-weights pretrained-models 机器视觉深度学习 cnn pretraining

Jupyter Notebook 1.01 k

1 年前

huyvnphan / PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

torchvision 机器视觉深度学习 cifar10 pretrained-models pretrained-weights PyTorch

Python 662

2 年前

alvinwan / neural-backed-decision-trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

decision-trees neural-networks image-classification explainability cifar10 cifar100 interpretability imagenet pretrained-weights pretrained-models PyTorch

Python 616

2 年前

pythonlessons / TensorFlow-2.x-YOLOv3

YOLOv3 implementation in TensorFlow 2.3.1

yolo yolov4 tracking detection yolov3 pretrained-weights darknet tensorflow2 tensorrt

Jupyter Notebook 606

10 个月前

mahmoodlab / HIPT

#计算机科学#Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 深度学习 high-resolution histopathology pretrained-weights PyTorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer

Jupyter Notebook 543

1 年前

AllentDan / LibtorchSegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

semantic-segmentation fpn libtorch resnet resnext unet deeplabv3 deeplabv3plus C++pytorch-cpp-frontend models 神经网络 imagenet pretrained-weights PyTorch image-segmentation pspnet

C++ 442

1 年前

CVLAB-Unibo / Real-time-self-adaptive-deep-stereo

Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)

Tensorflow domain-adaptation cvpr2019 pretrained-weights

Python 420

2 年前

hmorimitsu / ptlflow

PyTorch Lightning Optical Flow models, scripts, and pretrained weights.

lightning optical-flow pretrained-models pretrained-weights PyTorch pytorch-lightning

Python 304

17 天前

jfhealthcare / Chexpert

Top 1 solution of Chexpert

pytorch-implementation pretrained-weights

Python 259

2 年前

donydchen / ganimation_replicate

An Out-of-the-Box Replication of GANimation using PyTorch, pretrained weights are available!

Generative Adversarial Network replicate PyTorch pretrained-models pretrained-weights out-of-the-box

Python 252

4 年前

Michael-OvO / Yolov7-Flask

A Beautiful Flask Web API for Yolov7 (and custom) models

yolov7 Flask model-deployment inference-api object-detection PyTorch pretrained-weights Python

Python 208

2 年前

chuanenlin / drone-net

https://towardsdatascience.com/tutorial-build-an-object-detection-system-using-yolo-9a930513643a

object-detection yolov3 darknet pretrained-weights drones dataset

Python 154

4 年前

Richarizardd / Self-Supervised-ViT-Path

#计算机科学#Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

self-supervised-learning histopathology vision-transformer unsupervised-learning computational-pathology transfer-learning 深度学习 pretrained-weights neurips PyTorch

Jupyter Notebook 137

3 年前

ndrplz / dilation-tensorflow

#计算机科学#A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

深度学习 Tensorflow segmentation semantic-segmentation pretrained-weights

Python 136

7 年前

GalacticExchange / pretrained

#计算机科学#Pretrained is the most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.

深度学习 pretrained-models pretrained-weights

129

3 年前