The best ncnn alternatives

flower

flwrlabs/flower

Flower: A Friendly Federated AI Framework

Choose flower if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need ai or cpp

Shares android, artificial-intelligence, deep-learning, ios with ncnn.

kornia

kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

Choose kornia if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you specifically need computer-vision or hacktoberfest

Shares artificial-intelligence, deep-learning, neural-network, pytorch with ncnn.

TensorLayer

tensorlayer/TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Choose TensorLayer if…

• you would rather work in Python than C++
• you prefer a smaller, narrower project to a large one
• you specifically need a3c or chatbot

Shares artificial-intelligence, deep-learning, neural-network, tensorflow with ncnn.

netron

lutzroeder/netron

Visualizer for neural network, deep learning and machine learning models

Choose netron if…

• you would rather work in JavaScript than C++
• you need a detected license — this one reports MIT License
• you specifically need ai or coreml

Shares deep-learning, keras, neural-network, onnx with ncnn.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or computer-vision

Shares artificial-intelligence, deep-learning, pytorch, tensorflow with ncnn.

onnx

onnx/onnx

Open standard for machine learning interoperability

Choose onnx if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or deep-neural-networks

Shares artificial-intelligence, deep-learning, keras, neural-network with ncnn.

Ai-Learn

tangyudi/Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Choose Ai-Learn if…

• you specifically need algorithm or cv

Shares artificial-intelligence, caffe, deep-learning, keras with ncnn.

ray

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Choose ray if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (44.2k)
• you specifically need data-science or deployment

Shares deep-learning, pytorch, tensorflow with ncnn.

sonnet

google-deepmind/sonnet

TensorFlow-based neural network library

Choose sonnet if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need machine-learning or neural-networks

Shares artificial-intelligence, deep-learning, tensorflow with ncnn.

inference

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

Choose inference if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need deployment or diffusers

Shares artificial-intelligence, inference, pytorch with ncnn.

stanza

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Choose stanza if…

• you would rather work in Python than C++
• you prefer a smaller, narrower project to a large one
• you specifically need corenlp or machine-learning

Shares artificial-intelligence, deep-learning, pytorch with ncnn.

DeepPavlov

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Choose DeepPavlov if…

• you would rather work in Python than C++
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need ai or bot

Shares artificial-intelligence, deep-learning, tensorflow with ncnn.