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 3 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 182 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 77,177 6 days ago
Apache License
Mask R-CNN 24,699 6 months ago
The MIT License (MIT)
Faster-RCNN 2,340 about 3 years ago
MIT License
YOLO TensorFlow 1,723 almost 6 years ago
Custom
YOLO TensorFlow ++ 6,132 about 1 year ago
GNU GENERAL PUBLIC LICENSE
MobileNet 77,177 6 days ago
The MIT License (MIT)
DeepLab 77,177 6 days ago
Apache License
Colornet 3,563 over 4 years ago
SRGAN 3,326 9 months ago
DeepOSM 1,320 over 7 years ago
The MIT License (MIT)
Domain Transfer Network 862 over 6 years ago
MIT License
Show, Attend and Tell 907 over 6 years ago
MIT License
android-yolo 667 about 2 years ago
Apache License
DCSCN Super Resolution
GAN-CLS 599 almost 4 years ago
U-Net 505 over 5 years ago
Improved CycleGAN 89 over 6 years ago
MIT License
Im2txt 77,177 6 days ago
Apache License
SLIM 77,177 6 days ago
Apache License
DELF 77,177 6 days ago
Apache License
Compression 77,177 6 days ago
Apache License
AttentionOCR 77,177 6 days ago
Apache License

Computer Vision Pretrained Models / Model Deployment library / Keras
Mask R-CNN 24,699 6 months ago
The MIT License (MIT)
VGG16 2,000 almost 3 years ago
The MIT License (MIT)
VGG19 2,000 almost 3 years ago
The MIT License (MIT)
ResNet 2,000 almost 3 years ago
The MIT License (MIT)
ResNet50 2,000 almost 3 years ago
The MIT License (MIT)
Nasnet 2,000 almost 3 years ago
The MIT License (MIT)
MobileNet 2,000 almost 3 years ago
The MIT License (MIT)
MobileNet V2 2,000 almost 3 years ago
The MIT License (MIT)
MobileNet V3 2,000 almost 3 years ago
The MIT License (MIT)
efficientnet 2,000 almost 3 years ago
The MIT License (MIT)
Image analogies 3,521 almost 2 years ago
The MIT License (MIT)
Popular Image Segmentation Models 2,916 6 months ago
MIT License
Ultrasound nerve segmentation 939 about 6 years ago
MIT License
DeepMask object segmentation 187 about 8 years ago
Monolingual and Multilingual Image Captioning 46 almost 7 years ago
BSD-3-Clause License
pix2pix 1,815 about 4 years ago
Colorful Image colorization 1,815 about 4 years ago
CycleGAN 9,184 almost 2 years ago
MIT License
DualGAN 9,184 almost 2 years ago
MIT License
Super-Resolution GAN 9,184 almost 2 years ago
MIT License

Computer Vision Pretrained Models / Model Deployment library / PyTorch
detectron2 30,539 14 days ago
Apache License 2.0
FastPhotoStyle 11,156 over 1 year ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public Licens
pytorch-CycleGAN-and-pix2pix 23,085 6 months ago
BSD License
maskrcnn-benchmark 9,303 almost 2 years ago
MIT License
deep-image-prior 7,886 over 1 year ago
Apache License 2.0
StarGAN 5,229 almost 4 years ago
MIT License
faster-rcnn.pytorch 7,693 over 2 years ago
MIT License
pix2pixHD 6,667 17 days ago
BSD License
Augmentor 5,073 8 months ago
MIT License
albumentations 14,254 10 days ago
MIT License
Deep Video Analytics
Custom
semantic-segmentation-pytorch 4,948 10 months ago
BSD 3-Clause License
An End-to-End Trainable Neural Network for Image-based Sequence Recognition 2,058 over 5 years ago
The MIT License (MIT)
UNIT 1,988 about 3 years ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
Neural Sequence labeling model 1,890 over 2 years ago
Apache License
faster rcnn 1,724 about 3 years ago
MIT License
pytorch-semantic-segmentation 1,724 about 5 years ago
MIT License
EDSR-PyTorch 2,443 almost 2 years ago
MIT License
image-classification-mobile 2,975 3 months ago
MIT License
FaderNetworks 760 about 3 years ago
Creative Commons Attribution-NonCommercial 4.0 International Public License
neuraltalk2-pytorch 1,451 about 1 year ago
MIT License
RandWireNN 685 over 5 years ago
stackGAN-v2 843 almost 5 years ago
MIT License
Detectron models for Object Detection 558 about 6 years ago
Apache License
DEXTR-PyTorch 843 about 4 years ago
GNU GENERAL PUBLIC LICENSE
pointnet.pytorch 2,149 over 1 year ago
MIT License
self-critical.pytorch 997 about 1 year ago
MIT License
vnet.pytorch 694 over 6 years ago
BSD 3-Clause License
piwise 383 almost 6 years ago
BSD 3-Clause License
pspnet-pytorch 585 about 7 years ago
pytorch-SRResNet 484 over 6 years ago
The MIT License (MIT)
PNASNet.pytorch 317 over 2 years ago
Apache License
img_classification_pk_pytorch 365 over 5 years ago
Deep Neural Networks are Easily Fooled 350 almost 6 years ago
MIT License
pix2pix-pytorch 425 almost 6 years ago
NVIDIA/semantic-segmentation 1,777 over 3 years ago
CC BY-NC-SA 4.0 license
Neural-IMage-Assessment 536 about 3 years ago
torchxrayvision 928 2 months ago
Apache License
pytorch-image-models 32,265 7 days ago
Apache License 2.0 32,265 7 days ago

Computer Vision Pretrained Models / Model Deployment library / Caffe
OpenPose 31,256 4 months ago
Custom
Fully Convolutional Networks for Semantic Segmentation 3,309 about 3 years ago
Colorful Image Colorization 3,355 12 months ago
BSD-2-Clause License
R-FCN 1,048 almost 4 years ago
MIT License
cnn-vis 496 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 about 6 years ago
Apache License, Version 2.0
SSD 764 6 months ago
MIT License
Faster RCNN+Focal Loss 485 almost 7 years ago
CNN-LSTM-CTC 259 almost 8 years ago
Faster_RCNN_for_DOTA 336 over 6 years ago
Apache License
RetinaNet 224 almost 7 years ago
MobileNetV2 129 over 5 years ago
Apache License
neuron-selectivity-transfer 134 about 6 years ago
Apache License
MobileNetV2 85 over 6 years ago
Apache License
sparse-structure-selection 87 over 6 years ago
Apache License
FastPhotoStyle 11,156 over 1 year ago
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License

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