caffe2

Visualizer for neural network, deep learning, and machine learning models

Caffe2 is a lightweight, modular, and scalable deep learning framework.

Set up deep learning environment in a single command line.

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

nGraph has moved to OpenVINO

Samples and Tools for Windows ML.

Python library to easily log experiments and parallelize hyperparameter search for neural networks

PyTorch implementation of the YOLO (You Only Look Once) v2

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Deep Learning Benchmarking Suite

[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

Pytorch implementation of the DeepDream computer vision algorithm

☕️ Caffe2Kit. A simple one step integration of Caffe2 for iOS.

PyTorch implementation of the OpenPose

Show how to use Caffe2 in C++ through a simple LeNet sample project

CNN model inference benchmarks for some popular deep learning frameworks

Convert image folder to lmdb, adapted from Efficient-PyTorch

React native package to use caffe2 models. Use deep learning on hybrid mobile application within 2 min

Domain Adaptive Faster R-CNN in Detectron

Caffe2 C++/Python tutorial with full demo

Recompile the library with caffe2 in pytorch stable(1.0) and re-implement the AICamera example provided by caffe2 officially.

Tensorboard for Caffe2

A Caffe2 implementation of the YOLO v3 object detection algorithm

A simple human recognition api for re-ID usage, power by paper https://arxiv.org/abs/1703.07737

Collection of models and extensions for mobile deployment in PyTorch

A playground for continual, interactive neuroevolution