Best neural network optimization tools in 2025

Torch

A framework for scientific computing and machine learning.

Albumentations

Image augmentation library for enhancing datasets in deep learning.

Neuralhub

Build and experiment with neural networks easily and visually.

DeepDetect

User-friendly interface for training deep learning models.

Modelbit

Infrastructure-as-code for deploying machine learning models.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Apple Create ML

User-friendly machine learning model development for Mac users.

Appen

Data solutions that enhance advanced AI model performance.

Kaldi Speech-to-Text

Advanced framework for creating customized speech recognition models.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

LabelGPT

Automated labeling solution for images using advanced AI technology.

Auphonic

Professional audio enhancement for podcasts, videos, and audiobooks.

audioFlux

Library for analyzing audio data and extracting key features.

Audio Enhancer

Enhances audio quality by reducing background noise and distractions.

SIREN

Audio AI for transcription, dubbing, and live captioning.

Lemonfox

Convert spoken words into accurate written text efficiently.

Picovoice

Voice technology for on-device, fast, and private communication.

Free + from $6,000/y
open
EaseUS

Easily separate vocals from audio and video files with AI.

Utterly

Clear audio calls without background noise distractions.

Acapella Extractor

Extract clean vocal tracks from any audio file effortlessly.

Vocal Clarity

Advanced technology for clearer speech in noisy environments.

Audiotext Ai

Quickly convert audio into organized text summaries.

Maastr

Fast and intuitive online audio mastering.

Subscription + from $10/m
open
Dolby.io

Improve audio clarity with automatic enhancement for recordings.