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Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.

SovereignSwarm: Auto Multi-Tone Video Captioner

SovereignSwarm is an autonomous video captioning engine using Fireworks AI and OpenCV to extract chronological frames and generate structured, multi-tone captions (Formal, Sarcastic, Humorous Tech, Everyday) in an enterprise-ready JSON format.

Sovereign Swarm

StreamlitAntigravityGemma

TRANSDUCER - Style-Aware Video Captioning-Agent

TRANSDUCER watches any video clip and captions it in four voices - formal, sarcastic, humorous_tech, humorous_non_tech. One 1024px look, four persona briefs, grounded in what's on screen

Mealy and Moore

Anthropic ClaudeClaude CodeAntigravity+1

Simple Video captioner

This project is a simple video captioner. Uses a VLM to extract the text from a video and another model to transform the description in the required styles. As a fallback, it contains a fine-tunned local model based on Gemma 4.

Neotron

AMD Developer CloudClaude CodeAI/ML API

video-captioning-agent

A video captioning agent that watches a clip once, then rewrites what it saw as Formal, Sarcastic, or Humorous captions

memovate

AMD Developer Cloud

Claption

Claption turns short videos into accurate captions in four tones: formal, sarcastic, humorous-tech, and humorous-non-tech, using Fireworks AI with a judge-and-repair loop.

2Clouds

AI/ML APIQwen3Generative AI Studio

Video Captioner

Vision-based video captioning pipeline using Gemma 4 31B. Analyzes video frames,nbuilds scene understanding, generates 4 caption styles with automatic quality scoring.

CrazyCherry

AI/ML APIWhisperGemma+1

Vdcap.AI

An AI-powered video captioning platform that generates 4 distinct caption styles (Formal, Sarcastic, Tech-Humor, Casual-Humor) and burns them using FFmpeg, displayed in a synchronised 4-quadrant player with rich export options.

Imaginary_coders

AI/ML APIrest apiQwen3-VL+1

FourVoice Captioner

FourVoice generates four distinct caption styles — formal, sarcastic, tech-humor, and everyday-humor — for any short video clip, automatically grounding every caption in real audio and visual evidence rather than guessing.

Enclaive

AMD Developer CloudAntigravityAnthropic Claude+1

Context-Aware Video Captioning

An adaptive AI video agent that intelligently extracts frames and generates highly creative, persona-driven captions (formal, sarcastic, tech, and meme humor) using the Qwen Vision model.

purpleCat

AntigravityQwen3-VLOpenAI+2

Clip Insighs

Clip Insights is a Chrome extension, helps you create notes from YouTube videos, summarize, extracts key points, interactive video chat, and lets you capture screenshots and notes. Export it all into a PDF for fast, efficient video-based learning.

Clip Insights

AI/ML APIDeepSeek V3LangChain+1

CaptionDB

CaptionDB is an AI-powered video caption and scene analysis platform that automatically detects scenes, extracts keyframes, understands visual context, and generates high-quality captions using a scalable asynchronous AI pipeline.

CaptionDB

AntigravityChatGPTCursor

StyleCap: Grounded Video Captioning

Docker agent for Track 2: Kimi K2.6 builds JSON fact sheets from video frames; GLM 5.2 writes formal, sarcastic, humorous-tech & humorous-non-tech captions. Same pipeline runs Gemma-3-12B end-to-end on AMD MI300X via ROCm/vLLM (86s/8 clips).

Astrax

GemmaAMD Developer CloudAMD ROCm+2

EduWorld:AI-Powered 3D Learning Platform

EduWorld is an AI-powered 3D interactive learning platform that revolutionizes STEM education through immersive 3D models, AI tutoring, and AMD-accelerated compute for engaging, personalized learning.

EDUWORLD

AntigravityAMD Developer CloudChatGPT+3

VIDEO-AGENT TACK 2

A robust, Dockerized AI agent that automatically extracts visual frames from videos and leverages the Fireworks AI API to generate dynamic captions across multiple stylistic tones (formal, sarcastic, tech-humor, and everyday humor).

TEAMC

Generative AgentsQwen3

ReelBudget

Reelbudget is an AI pre-production tool for indie filmmakers and enterprise marketing teams. Powered by the AMD MI300X, it instantly turns text briefs into true animated video storyboards and budget estimations, saving weeks of planning.

Magneto

AI/ML APIAMD Developer CloudAnthropic Claude+9

ReachIQ AI - Competitive Intelligence Engine

ReachIQ AI's Video RAG engine ingests competitor YouTube videos, builds a vector knowledge base, and generates strategic competitive intelligence reports — powered by Gemma 3 4B running natively on AMD Developer Cloud via ROCm + vLLM.

InstinctAgent

AI/ML APIAMD ROCmGemma+5

Multi-Agent PDF-to-Manim Video Pipeline

Every dense paper you've ever given up on, rewritten as the 3Blue1Brown video that would have made it click. It is generated automatically, covering every page, not just the flashy parts. Weeks worth of animations done in minutes.

SlowMotion

AMD Developer CloudAnthropic ClaudeOpenAI

Express Caption

An AI agent that watches a short video and captions it in four distinct voices: formal, sarcastic, tech-humor, and everyday-humor

AMD Express

Claude CodeAnthropic ClaudeChatGPT+5

MasterCinator

An automated tool that watches video clips and writes creative captions for them in different writing styles.

Happy

Antigravity

Video Caption Generator

An AI-powered video captioning system that extracts audio and key frames, uses Whisper for speech transcription and a multimodal model for visual analysis, and generates formal, sarcastic, and humorous captions.

Aorava

AI/ML API

GemmaForge: AI Re-Voicer & Video Generator

An AI platform that creates video parodies by re-voicing existing footage or generating 9:16 vertical short-form videos from scratch using Moonshot Kimi K2.6, FLUX.1, and Google Gemma models with an asynchronous multi-threaded Streamlit interface.

VibeCode Lab

Gemma 2Streamlit

Four Voices — Video Captioning Agent

A multi-model AI pipeline that analyzes video frames chronologically and synthesizes verified captions across four distinct tonal registers.

Just script it

Gemini 3 FlashGemini 3 proOpenAI+1

aionVIS: Agentic Vision Model Training

aionVIS turns one plain-English sentence into a trained, deployable object-detection model. An agent swarm generates its own training images, labels them, verifies its own labels, and trains the detector on a single AMD MI300X. Zero human annotation.

aionVIS Founders

AMD Developer CloudAMD ROCmGemma+1

Rukter Launch Director

An AI launch assistant that transforms product images into story.

Rukter AI

AMD Developer CloudAMD ROCm

OmniCaption

OmniCaption is a Dockerized, dual-model hybrid video captioning pipeline extracting visual and auditory evidence to synthesize grounded, stylized descriptions (formal, sarcastic, humorous) powered natively by AMD Instinct MI300X and local ROCm compute.

VoxPersona

AI/ML APIAMD ROCmAMD Developer Cloud

MultiStyle Video Captioner

An AI-powered tool that samples frames from video files and generates captions in four distinct styles — formal, sarcastic, humorous-tech, and humorous-non-tech — using a vision-language model via the Fireworks AI API.

OpenScalers

AI/ML API

Persona Studio AI

PersonaStudio AI maps a video's core meaning via text transcription or Gemma 4 vision into a reusable "Content DNA" payload. Users can instantly transform this single blueprint into multi-platform content without ever re-analyzing the video.

Trionda

AMD ROCmAMD Developer CloudGroq+2

CaptionForge AI–Multimodal Video Captioning Agent

CaptionForge AI is a production-ready multimodal video captioning agent that analyzes video, speech, OCR text, scene transitions, and temporal context to generate accurate captions in formal, sarcastic, humorous-tech, and humorous-non-tech styles.

Blue Horizon

AMD Developer CloudQwen3-VLYOLOv8

FrameSense: Multi-Style Video Captioning Agent

A containerised agent that samples keyframes from any video clip and generates four tonally distinct captions — formal, sarcastic, humorous-tech, and humorous-non-tech — grounded in what is actually on screen.

Bang bang sauce

AI/ML APIAnthropic ClaudeGemini 3 Flash

Video Captioning Agent

An AI-powered Video Captioning Agent that automatically generates accurate, context-aware captions, timestamps, and scene descriptions for videos, improving accessibility, searchability, and content understanding.

Chola Codex

AI/ML APIChatGPTGemini 3 pro

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