Tools tagged with "Batch processing"

HD-BET uses neural networks to separate brain tissue from surrounding structures in MRI scans. It runs locally and is aimed at researchers and medical imaging teams who need automated brain masks, including for scans affected by tumors, lesions or surgical resection cavities.

Seamless Communication is Meta's family of AI models for developers and researchers building multilingual speech applications. It covers translation and transcription, with dedicated models for conversations and expressive speech.

Sonar serves language and multimodal models for developers and teams running AI applications on their own hardware. It builds on vLLM and works with Hugging Face-compatible models.

HitPaw VikPea is a paid AI video enhancer for Windows and macOS, aimed at people restoring family recordings, improving compressed clips, or preparing footage for larger screens. It combines upscaling to 4K or 8K with tools for blur, noise, and compression artifacts. It also enhances AI-generated videos from Kling, Sora, Veo, and Seedance.

OGX, formerly Llama Stack, is an AI application server for developers building chat apps, document search and AI agents. It brings model access and the services those applications need into a server you can host yourself.

TensorRT-LLM is an inference library for developers serving LLMs on their own NVIDIA GPUs. It supports application-level inference and server deployments, with performance optimizations for workloads spread across one or several machines.

Radiant Photo 2 is a paid AI photo editor for Windows and macOS that processes photos entirely on your computer. It's for beginners who want automatic corrections and photographers who need a starting point for manual editing or large batches. Photos never go to Radiant's servers or third-party cloud services.

CDAF saves reusable text descriptions alongside videos so AI agents don't have to analyze the same footage for every task. It's for developers building video agents and editors that repeatedly search or ask questions about a clip library.

digiKam is a free, open-source photo manager and image editor for photographers managing large collections of photos and videos. It combines library organization with editing and tools for finding images by their content or metadata.

Abogen turns books, documents and subtitle files into narrated audio for readers making audiobooks and creators producing voiceovers. It can generate matching captions or follow timestamps for timed narration.

Codex Security is a locally run vulnerability scanner for developers and security teams, available as a CLI and TypeScript SDK. It can run on your machine, in CI or in containers, but sends AI analysis requests to a cloud model provider. Scans require provider credentials and an internet connection.

TrendRadar collects news and trending topics for people tracking public opinion, industry developments, or specific interests. It brings feeds and platform rankings into one place so you can follow relevant stories without checking each site separately.

Triton Inference Server, offered by NVIDIA as Dynamo-Triton, is a self-hosted AI inference server for teams deploying models in applications. It brings models from different frameworks into one serving system across on-premises, cloud and edge hardware.

Soup is a local LLM fine-tuning tool for developers and teams adapting models to their own datasets. It brings training, evaluation and export into one workflow that runs on your own hardware without requiring a cloud service.

GROBID turns scientific and technical PDFs into structured TEI XML on your own machine or server. It's for researchers and developers who need article metadata, full text and bibliographical references for search, analysis or document collections. The software is open source under Apache 2.0.

AI Documentation Generator analyzes repositories and writes documentation for developers who need to understand an unfamiliar codebase or prepare it for new contributors. It's open source under the MIT license and runs as a Python application, in Docker, or through a Claude Code plugin.

TagGUI is a desktop app for creators preparing image datasets for generative AI models. It brings automatic captioning and manual tag editing into one workspace so you can review and correct generated descriptions.

PocketFlow is a Python framework for developers building AI agents and workflows with their own model connections. Its utility examples include an Ollama function for local LLM calls. Developers supply that function rather than using a built-in model wrapper. Cloud API examples send model requests to their providers. FastAPI examples show chat applications with streamed responses and background jobs.

Depth Anything estimates depth from ordinary images for developers and researchers who need depth maps without a depth camera. Its pretrained models show which parts of a scene are nearer or farther away; separate fine-tuned models estimate metric depth.

Toonflow is an AI creation platform for short dramas, animated stories and short videos. It takes novels or brief ideas through scriptwriting, storyboards and video production in a shared canvas workspace.

SAMJ-IJ brings local AI segmentation into ImageJ and Fiji for researchers annotating microscopy images. It turns point or rectangle prompts into object regions, so users can work with Segment Anything models without writing code or leaving their image analysis environment.

BERTopic is an open-source Python library for researchers and developers who need to find themes in document collections. It groups texts using transformer embeddings, then uses class-based TF-IDF to identify words that describe each group. Those keywords give you a way to inspect what a topic covers and which documents belong to it. The license is MIT.

IndicTrans2 is a family of translation models for developers building multilingual applications and researchers working on Indian languages. It covers all 22 scheduled languages of India, including languages with limited training data.

MacWhisper turns recordings into editable transcripts for people working with interviews, lectures, podcasts and meetings. Local transcription works offline and keeps the audio on your Mac.

BiRefNet is an AI image segmentation model for developers and image workflow builders who need to separate subjects from backgrounds. It produces foreground masks for cutouts and has dedicated models for matting, where edges can include partial transparency.

Unlimited-OCR is an OCR model for developers building document extraction workflows on their own hardware or servers. It handles individual document images and multi-page inputs, including PDFs converted to page images.

Segment Anything for Microscopy adapts Meta AI's Segment Anything to biomedical images, with models fine-tuned on microscopy data. It's for researchers who need to label cells or structures such as mitochondria in electron microscopy volumes. The software runs locally on Windows, macOS and Linux and is open source under the MIT license.

Subtitle Edit is an offline desktop application for people creating captions or revising subtitle files alongside video. Editing, format conversion and playback run on your computer. Optional translation and speech services send requests to external providers.

QuickDesk is a remote desktop app that lets AI agents operate other computers through a built-in MCP server. Developers and administrators can automate desktop tasks while watching the agent's actions and intervening when needed.

LobsterAI is a desktop AI agent built on OpenClaw for office work and local projects. It operates tools on your computer and keeps sessions, configuration and memory there. You select each agent’s model separately from its workspace and tools.

Curator is a Python library for developers building LLM training datasets or extracting structured records from existing data. It supports pipelines that generate data in stages and process many model requests.

FastEmbed is a Python library for developers building semantic search and retrieval-augmented generation (RAG). It turns text into vectors and evaluates search results on your own hardware without requiring a cloud embedding API.

Real-CUGAN NCNN Vulkan is a command-line AI image upscaler for people enlarging anime artwork on their own computer. It uses Real-CUGAN models through the ncnn runtime to increase image resolution and reduce noise.

OpenVINO Model Server is a self-hosted inference server for developers and teams serving AI models on their own machines or servers. It uses OpenVINO to run workloads on x86 CPUs, including Xeon, with acceleration for Intel integrated and discrete GPUs and NPUs. It's open source under Apache 2.0.