Best AI Tools on Self-Hosted

LanceDB

7.2 /10

Store and retrieve large-scale vector data efficiently for AI and analytics

ZenML

6.7 /10

Build reproducible ML pipelines and track experiments seamlessly

OpenCV

7.5 /10

Process images and videos to build real-time computer vision applications

Horovod

7.3 /10

Accelerate distributed deep learning training across GPUs and nodes

Armo

7.1 /10

Detect anomalies in Kubernetes and API security in real-time

NVIDIA cuDNN

7.5 /10

Accelerate deep learning training with GPU-optimized primitives

Kubeflow

6.8 /10

Automate and scale machine learning workflows on Kubernetes

YOLOv5

7.5 /10

Detect and classify objects in images and videos with fast, accurate models

Feast

7.1 /10

Centralize and manage ML features for consistent training and serving

Optuna

7.5 /10

Optimize hyperparameters efficiently with adaptive experimentation

ONNX Runtime

7.3 /10

Run machine learning models efficiently across platforms with ONNX Runtime

Ray

7.1 /10

Scale and distribute Python workloads for ML training and data processing

DistilBERT

7.7 /10

Compress BERT models for faster NLP tasks with minimal accuracy loss

MLRun

7.0 /10

Automate ML pipelines and manage model lifecycle with scalable orchestration

InsightFace

7.1 /10

Detect and recognize faces with high accuracy using deep learning models

MosaicML Composer

6.8 /10

Optimize and accelerate deep learning model training with scalable PyTorch workflows

AutoKeras

6.8 /10

Automate deep learning model design from raw data with minimal coding

Triton Inference Server

7.2 /10

Deploy and serve AI models in real-time at scale with high performance

OpenMined PySyft

6.7 /10

Train machine learning models on decentralized data while preserving privacy

oneAPI Deep Neural Network Library (oneDNN)

7.2 /10

Optimize deep learning performance with a high-efficiency neural network library

TransmogrifAI

6.9 /10

Automate feature engineering and ML pipelines on large-scale Spark data

Axolotl

6.9 /10

Fine-tune large language models efficiently with Axolotl's open-source framework

Explosion (spaCy / Prodigy)

7.4 /10

Build and deploy production-ready NLP models with spaCy and Prodigy

openpilot

6.5 /10

Enhance vehicle safety with open-source advanced driver-assistance system