Top 19 Caffe Open-Source Projects

• openpose

  36 29,867 5.1 C++

  OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

  

Project mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25

Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation [10], is used for posing generated characters;

• data-science-ipython-notebooks

  1 26,490 0.0 Python

  Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• netron

  33 26,110 9.9 JavaScript

  Visualizer for neural network, deep learning and machine learning models

Project mention: What's the best PyTorch model visualization tool? | news.ycombinator.com | 2024-04-28

Netron seems to be the best that I've seen so far. https://github.com/lutzroeder/netron

• ncnn

  12 19,234 9.4 C++

  ncnn is a high-performance neural network inference framework optimized for the mobile platform

  

Project mention: AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source | news.ycombinator.com | 2024-02-12

ncnn uses Vulkan for GPU acceleration, I've seen it used in a few projects to get AMD hardware support.

https://github.com/Tencent/ncnn

• jetson-inference

  11 7,349 7.7 C++

  Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

• gocv

  13 6,289 8.3 Go

  Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, and OpenCV Contrib.

  

Project mention: GoCV 0.36 has just been released, no fooling | news.ycombinator.com | 2024-04-01

- Updated Docker images with OpenCV

https://github.com/hybridgroup/gocv/releases/tag/v0.36.0

• CoreML-Models

  2 6,221 2.3 Python

  Largest list of models for Core ML (for iOS 11+)

• SaaSHub

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• MMdnn

  3 5,780 0.0 Python

  MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

  

• polyaxon

  9 3,483 8.7 Python

  MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

  

• PINTO_model_zoo

  5 3,301 9.7 Python

  A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

• colorization

  1 3,280 0.0 Python

  Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

• interactive-deep-colorization

  1 2,672 0.0 Python

  Deep learning software for colorizing black and white images with a few clicks.

• deepdetect

  4 2,495 6.7 C++

  Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

  

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

For those seeking a lightweight solution for setting up deep learning REST APIs across platforms without the complexity of Kubernetes, Deepdetect is worth considering.

• turkce-yapay-zeka-kaynaklari

  1 2,240 0.0

  Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

• sphereface

  1 1,575 0.0 Jupyter Notebook

  Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

• Face-Mask-Detection

  1 1,501 0.0 Jupyter Notebook

  Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

• multi-object-tracker

  4 665 6.4 Python

  Multi-object trackers in Python

• tensorflow-open_nsfw

  1 420 0.0 Python

  Tensorflow Implementation of Yahoo's Open NSFW Model

• szabadfogasu-maszk

  1 18 0.0 Python

  A face mask detection system using Tensorflow/Keras and OpenCV, for the "<19 Szabadfogású Számítógép" competition in 2020.

• SaaSHub

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• full body tracking with WiFi signals by utilizing deep learning architectures

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• Tracking the centroid of one moving person

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• [P] Real-time AR for jewelry virtual try on that looks real, done with joliGAN, based on a few 2D videos and no 3D model

  2 projects | /r/MachineLearning | 8 Jun 2022
• A note from our sponsor - SaaSHub
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