One of the best tips for building a AI is to not start from scratch, but to start from a pretrained AI that has been trained on a similar task. Below I'd like to share a list of various pretrained AI.
This blog post was inspired by this HackerNews question. Thank you nerfhammer!
If anyone knows of any notable additions, please comment below.
Model Zoo - A collection of pretrained models.
|Link||# of Models||Library(s)||Short description|
|Tensorflow's Model Zoo||30+||Tensorflow||The official models are a collection of example models that use TensorFlow's high-level APIs.|
|Tensorflow's Detection Model Zoo||12||Tensorflow||We provide a collection of detection models pre-trained on the COCO dataset, the Kitti dataset, and the Open Images dataset.|
|YOLO Pretrained Models||10||Tensorflow||You only look once (YOLO) is a state-of-the-art, real-time object detection system.|
|Generative Model Collection||10||Tensorflow, PyTorch||Tensorflow implementation of various GANs and VAEs. PyTorch Version is now available.|
|albertomontesg's Model Zoo||2||Keras||Repository to share all the models that the community has found and worked with the Keras framework.|
|Trained Image Classification Models||5||Keras||This repository contains code for the following Keras models: VGG16, VGG19, ResNet50, Inception v3, CRNN for music tagging.|
|The List of Pretrained Word Embeddings||6||Keras||Models include Word2Vec, GloVe, fastText, dependency-based word embeddings, meta-embeddings, and LexVec.|
|Caffe's Model Zoo||40+||Caffe||These models are learned and applied for problems ranging from simple regression, to large-scale visual classification, to Siamese networks for image similarity, to speech and robotics applications.|
|ResNet Models||3||Caffe||These models are those used in ILSVRC and COCO 2015 competitions, which won the 1st places in: ImageNet classification, ImageNet detection, ImageNet localization, COCO detection, and COCO segmentation.|
|Awesome Torch||26||Torch||A curated list of awesome Torch tutorials, projects and communities.|
|Torch's Model Zoo||18||Torch||Publicly available models for all to use (check the license at which they are released). This is a community-maintained list.|
|Singa Model Zoo||4||Apache Singa||Includes models for Cifar-10, Char-RNN, AlexNet, and GoogleNet.|
|Caffe to Tensorflow Converter||Convert Caffe models to TensorFlow. There are some minor bugs, but it is otherwise quite solid.|
|Caffee to Torch Converter||Load Caffe networks in Torch7.|