CV-pretrained-model

CV models

A collection of pre-trained computer vision models for various tasks and applications

A collection of computer vision pre-trained models.

GitHub
1k stars
38 watching
190 forks
last commit: almost 4 years ago
Linked from 1 awesome list

awesome-listcomputer-visiondata-sciencedeep-learningimageimage-classificationkerasmodelmodel-selectionmodelsmxnetneural-networkobject-detectionpretrainedpretrained-modelspython3pytorchtensorflowvideo-analysis

Computer Vision Pretrained Models / Other Pre-trained Models
NLP Pre-trained Models 170 over 4 years ago
Audio and Speech Pre-trained Models 183 over 4 years ago

Computer Vision Pretrained Models / Model Deployment library
Model Serving 73 over 4 years ago

Computer Vision Pretrained Models / Model Deployment library / Tensorflow
ObjectDetection 77,258 2 months ago
Apache License
Mask R-CNN 24,770 9 months ago
The MIT License (MIT)
Faster-RCNN 2,340 over 3 years ago
MIT License
YOLO TensorFlow 1,722 about 6 years ago
Custom
YOLO TensorFlow ++ 6,138 over 1 year ago
GNU GENERAL PUBLIC LICENSE
MobileNet 77,258 2 months ago
The MIT License (MIT)
DeepLab 77,258 2 months ago
Apache License
Colornet 3,566 almost 5 years ago
SRGAN 3,342 12 months ago
DeepOSM 1,321 almost 8 years ago
The MIT License (MIT)
Domain Transfer Network 861 over 6 years ago
MIT License
Show, Attend and Tell 907 over 6 years ago
MIT License
android-yolo 669 over 2 years ago
Apache License
DCSCN Super Resolution
GAN-CLS 602 about 4 years ago
U-Net 507 over 5 years ago
Improved CycleGAN 89 over 6 years ago
MIT License
Im2txt 77,258 2 months ago
Apache License
SLIM 77,258 2 months ago
Apache License
DELF 77,258 2 months ago
Apache License
Compression 77,258 2 months ago
Apache License
AttentionOCR 77,258 2 months ago
Apache License

Computer Vision Pretrained Models / Model Deployment library / Keras
Mask R-CNN 24,770 9 months ago
The MIT License (MIT)
VGG16 2,004 about 3 years ago
The MIT License (MIT)
VGG19 2,004 about 3 years ago
The MIT License (MIT)
ResNet 2,004 about 3 years ago
The MIT License (MIT)
ResNet50 2,004 about 3 years ago
The MIT License (MIT)
Nasnet 2,004 about 3 years ago
The MIT License (MIT)
MobileNet 2,004 about 3 years ago
The MIT License (MIT)
MobileNet V2 2,004 about 3 years ago
The MIT License (MIT)
MobileNet V3 2,004 about 3 years ago
The MIT License (MIT)
efficientnet 2,004 about 3 years ago
The MIT License (MIT)
Image analogies 3,522 about 2 years ago
The MIT License (MIT)
Popular Image Segmentation Models 2,930 9 months ago
MIT License
Ultrasound nerve segmentation 940 over 6 years ago
MIT License
DeepMask object segmentation 187 over 8 years ago
Monolingual and Multilingual Image Captioning 46 about 7 years ago
BSD-3-Clause License
pix2pix 1,814 over 4 years ago
Colorful Image colorization 1,814 over 4 years ago
CycleGAN 9,194 about 2 years ago
MIT License
DualGAN 9,194 about 2 years ago
MIT License
Super-Resolution GAN 9,194 about 2 years ago
MIT License

Computer Vision Pretrained Models / Model Deployment library / PyTorch
detectron2 30,778 3 months ago
Apache License 2.0
FastPhotoStyle 11,160 over 1 year ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public Licens
pytorch-CycleGAN-and-pix2pix 23,272 9 months ago
BSD License
maskrcnn-benchmark 9,316 about 2 years ago
MIT License
deep-image-prior 7,920 almost 2 years ago
Apache License 2.0
StarGAN 5,236 about 4 years ago
MIT License
faster-rcnn.pytorch 7,721 over 2 years ago
MIT License
pix2pixHD 6,685 4 months ago
BSD License
Augmentor 5,084 11 months ago
MIT License
albumentations 14,386 2 months ago
MIT License
Deep Video Analytics
Custom
semantic-segmentation-pytorch 4,963 about 1 year ago
BSD 3-Clause License
An End-to-End Trainable Neural Network for Image-based Sequence Recognition 2,059 almost 6 years ago
The MIT License (MIT)
UNIT 1,994 over 3 years ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
Neural Sequence labeling model 1,891 over 2 years ago
Apache License
faster rcnn 1,722 over 3 years ago
MIT License
pytorch-semantic-segmentation 1,729 over 5 years ago
MIT License
EDSR-PyTorch 2,457 about 2 years ago
MIT License
image-classification-mobile 2,984 6 months ago
MIT License
FaderNetworks 761 over 3 years ago
Creative Commons Attribution-NonCommercial 4.0 International Public License
neuraltalk2-pytorch 1,458 over 1 year ago
MIT License
RandWireNN 685 over 5 years ago
stackGAN-v2 847 about 5 years ago
MIT License
Detectron models for Object Detection 557 over 6 years ago
Apache License
DEXTR-PyTorch 844 over 4 years ago
GNU GENERAL PUBLIC LICENSE
pointnet.pytorch 2,175 almost 2 years ago
MIT License
self-critical.pytorch 998 over 1 year ago
MIT License
vnet.pytorch 703 over 6 years ago
BSD 3-Clause License
piwise 384 about 6 years ago
BSD 3-Clause License
pspnet-pytorch 588 over 7 years ago
pytorch-SRResNet 487 almost 7 years ago
The MIT License (MIT)
PNASNet.pytorch 317 over 2 years ago
Apache License
img_classification_pk_pytorch 366 almost 6 years ago
Deep Neural Networks are Easily Fooled 354 about 6 years ago
MIT License
pix2pix-pytorch 428 about 6 years ago
NVIDIA/semantic-segmentation 1,787 over 3 years ago
CC BY-NC-SA 4.0 license
Neural-IMage-Assessment 539 over 3 years ago
torchxrayvision 944 5 months ago
Apache License
pytorch-image-models 32,592 2 months ago
Apache License 2.0 32,592 2 months ago

Computer Vision Pretrained Models / Model Deployment library / Caffe
OpenPose 31,463 7 months ago
Custom
Fully Convolutional Networks for Semantic Segmentation 3,318 over 3 years ago
Colorful Image Colorization 3,365 about 1 year ago
BSD-2-Clause License
R-FCN 1,048 about 4 years ago
MIT License
cnn-vis 499 over 9 years ago
The MIT License (MIT)
DeconvNet 325 over 9 years ago
Custom

Computer Vision Pretrained Models / Model Deployment library / MXNet
Faster RCNN 671 over 6 years ago
Apache License, Version 2.0
SSD 763 9 months ago
MIT License
Faster RCNN+Focal Loss 486 about 7 years ago
CNN-LSTM-CTC 259 about 8 years ago
Faster_RCNN_for_DOTA 337 over 6 years ago
Apache License
RetinaNet 225 about 7 years ago
MobileNetV2 129 almost 6 years ago
Apache License
neuron-selectivity-transfer 134 over 6 years ago
Apache License
MobileNetV2 85 almost 7 years ago
Apache License
sparse-structure-selection 87 over 6 years ago
Apache License
FastPhotoStyle 11,160 over 1 year ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License

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