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: over 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 about 5 years ago
Audio and Speech Pre-trained Models 183 about 5 years ago

Computer Vision Pretrained Models / Model Deployment library
Model Serving 73 about 5 years ago

Computer Vision Pretrained Models / Model Deployment library / Tensorflow
ObjectDetection 77,258 10 months ago
Apache License
Mask R-CNN 24,770 over 1 year ago
The MIT License (MIT)
Faster-RCNN 2,340 almost 4 years ago
MIT License
YOLO TensorFlow 1,722 over 6 years ago
Custom
YOLO TensorFlow ++ 6,138 almost 2 years ago
GNU GENERAL PUBLIC LICENSE
MobileNet 77,258 10 months ago
The MIT License (MIT)
DeepLab 77,258 10 months ago
Apache License
Colornet 3,566 over 5 years ago
SRGAN 3,342 over 1 year ago
DeepOSM 1,321 over 8 years ago
The MIT License (MIT)
Domain Transfer Network 861 over 7 years ago
MIT License
Show, Attend and Tell 907 about 7 years ago
MIT License
android-yolo 669 almost 3 years ago
Apache License
DCSCN Super Resolution
GAN-CLS 602 over 4 years ago
U-Net 507 about 6 years ago
Improved CycleGAN 89 about 7 years ago
MIT License
Im2txt 77,258 10 months ago
Apache License
SLIM 77,258 10 months ago
Apache License
DELF 77,258 10 months ago
Apache License
Compression 77,258 10 months ago
Apache License
AttentionOCR 77,258 10 months ago
Apache License

Computer Vision Pretrained Models / Model Deployment library / Keras
Mask R-CNN 24,770 over 1 year ago
The MIT License (MIT)
VGG16 2,004 over 3 years ago
The MIT License (MIT)
VGG19 2,004 over 3 years ago
The MIT License (MIT)
ResNet 2,004 over 3 years ago
The MIT License (MIT)
ResNet50 2,004 over 3 years ago
The MIT License (MIT)
Nasnet 2,004 over 3 years ago
The MIT License (MIT)
MobileNet 2,004 over 3 years ago
The MIT License (MIT)
MobileNet V2 2,004 over 3 years ago
The MIT License (MIT)
MobileNet V3 2,004 over 3 years ago
The MIT License (MIT)
efficientnet 2,004 over 3 years ago
The MIT License (MIT)
Image analogies 3,522 almost 3 years ago
The MIT License (MIT)
Popular Image Segmentation Models 2,930 over 1 year ago
MIT License
Ultrasound nerve segmentation 940 almost 7 years ago
MIT License
DeepMask object segmentation 187 almost 9 years ago
Monolingual and Multilingual Image Captioning 46 over 7 years ago
BSD-3-Clause License
pix2pix 1,814 almost 5 years ago
Colorful Image colorization 1,814 almost 5 years ago
CycleGAN 9,194 almost 3 years ago
MIT License
DualGAN 9,194 almost 3 years ago
MIT License
Super-Resolution GAN 9,194 almost 3 years ago
MIT License

Computer Vision Pretrained Models / Model Deployment library / PyTorch
detectron2 30,778 10 months ago
Apache License 2.0
FastPhotoStyle 11,160 over 2 years ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public Licens
pytorch-CycleGAN-and-pix2pix 23,272 over 1 year ago
BSD License
maskrcnn-benchmark 9,316 over 2 years ago
MIT License
deep-image-prior 7,920 over 2 years ago
Apache License 2.0
StarGAN 5,236 over 4 years ago
MIT License
faster-rcnn.pytorch 7,721 over 3 years ago
MIT License
pix2pixHD 6,685 11 months ago
BSD License
Augmentor 5,084 over 1 year ago
MIT License
albumentations 14,386 10 months ago
MIT License
Deep Video Analytics
Custom
semantic-segmentation-pytorch 4,963 over 1 year ago
BSD 3-Clause License
An End-to-End Trainable Neural Network for Image-based Sequence Recognition 2,059 over 6 years ago
The MIT License (MIT)
UNIT 1,994 about 4 years ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
Neural Sequence labeling model 1,891 over 3 years ago
Apache License
faster rcnn 1,722 about 4 years ago
MIT License
pytorch-semantic-segmentation 1,729 almost 6 years ago
MIT License
EDSR-PyTorch 2,457 over 2 years ago
MIT License
image-classification-mobile 2,984 about 1 year ago
MIT License
FaderNetworks 761 about 4 years ago
Creative Commons Attribution-NonCommercial 4.0 International Public License
neuraltalk2-pytorch 1,458 almost 2 years ago
MIT License
RandWireNN 685 over 6 years ago
stackGAN-v2 847 over 5 years ago
MIT License
Detectron models for Object Detection 557 almost 7 years ago
Apache License
DEXTR-PyTorch 844 about 5 years ago
GNU GENERAL PUBLIC LICENSE
pointnet.pytorch 2,175 over 2 years ago
MIT License
self-critical.pytorch 998 almost 2 years ago
MIT License
vnet.pytorch 703 about 7 years ago
BSD 3-Clause License
piwise 384 almost 7 years ago
BSD 3-Clause License
pspnet-pytorch 588 almost 8 years ago
pytorch-SRResNet 487 over 7 years ago
The MIT License (MIT)
PNASNet.pytorch 317 about 3 years ago
Apache License
img_classification_pk_pytorch 366 over 6 years ago
Deep Neural Networks are Easily Fooled 354 almost 7 years ago
MIT License
pix2pix-pytorch 428 almost 7 years ago
NVIDIA/semantic-segmentation 1,787 about 4 years ago
CC BY-NC-SA 4.0 license
Neural-IMage-Assessment 539 almost 4 years ago
torchxrayvision 944 about 1 year ago
Apache License
pytorch-image-models 32,592 10 months ago
Apache License 2.0 32,592 10 months ago

Computer Vision Pretrained Models / Model Deployment library / Caffe
OpenPose 31,463 about 1 year ago
Custom
Fully Convolutional Networks for Semantic Segmentation 3,318 about 4 years ago
Colorful Image Colorization 3,365 almost 2 years ago
BSD-2-Clause License
R-FCN 1,048 almost 5 years ago
MIT License
cnn-vis 499 over 10 years ago
The MIT License (MIT)
DeconvNet 325 over 10 years ago
Custom

Computer Vision Pretrained Models / Model Deployment library / MXNet
Faster RCNN 671 about 7 years ago
Apache License, Version 2.0
SSD 763 over 1 year ago
MIT License
Faster RCNN+Focal Loss 486 almost 8 years ago
CNN-LSTM-CTC 259 over 8 years ago
Faster_RCNN_for_DOTA 337 about 7 years ago
Apache License
RetinaNet 225 over 7 years ago
MobileNetV2 129 over 6 years ago
Apache License
neuron-selectivity-transfer 134 almost 7 years ago
Apache License
MobileNetV2 85 over 7 years ago
Apache License
sparse-structure-selection 87 about 7 years ago
Apache License
FastPhotoStyle 11,160 over 2 years ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License

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