#text-to-video workflow
51 related articles
·2 min
Krea 2 Turbo + Wan 2.2: A Detailed Workflow for Turning Static Images into Dynamic AI Videos
A detailed guide on using Krea 2 Turbo for high-quality static images and Wan 2.2 i2v to add dynamic motion—covering technical principles, key steps, and practical tips.
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·3 min
AI Synthetic Choreography Experiment: Full Workflow for Music Video Creation with Midjourney + Uisato Studio
Deep dive into the Humannequins AI synthetic choreography project, exploring the Midjourney v8.1 and Uisato Studio Music Video Pro workflow for independent creators producing professional music videos.
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·3 min
Krea2 + LTX 2.3 in Practice: Image-to-Video Workflow for Creating Warhammer Cat Animations
How a Reddit creator used Krea2 for image generation + LTX 2.3 for video to create Warhammer 40K cat animations. Breaking down the technical workflow, tool selection, and AI creation trends.
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·3 min
Krea2 + LTX 2.3 in Practice: Image-to-Video Workflow for Creating Warhammer Cat Animations
How a Reddit creator used Krea2 for image generation + LTX 2.3 for video generation to create Warhammer 40K cat animations. Breaking down the technical workflow, tool selection, and AI creation trends.
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·2 min
AI Music Video Production: Breaking Down the Audioreactive Visual Generation Workflow
Deep dive into how Uisato Studio's Music Video Pro mode enables AI audioreactive visual generation, breaking down the Midjourney reference image + audioreactive synthesis pipeline.
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·3 min
Flux 3 Hands-On: Generating Dual-Camera Synchronized Video from a Single Prompt — How Good Is It?
Flux 3 demo generates dual-camera synchronized video from one complex prompt, featuring fluid dynamics, multi-view consistency, and precise temporal control.
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·3 min
Flux 3 Hands-On: Generating Dual-Camera Synchronized Video from a Single Prompt — How Good Is It?
Flux 3 demo generates dual-camera synchronized video from a single complex prompt, featuring fluid dynamics, multi-view consistency, and precise temporal control.
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·3 min
ProductPai Weekly Roundup: 5 New AI Products Worth Watching
Based on the ProductPai discovery community's weekly rankings, we round up the top five new AI products—from the family AI picture book platform Tonghui and AI imaging studio Zopia to the layout tool Kami and macOS app Frosted.
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·3 min
ProductPai Weekly Roundup: 5 Noteworthy New AI Products
A roundup of the top five AI products from ProductPai's weekly rankings: from the family AI picture-book platform TongHui and AI imaging studio Zopia, to the document layout tool Kami and macOS efficiency app Frosted.
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·4 min
Mass-Producing AI Short Dramas in Practice: Building a Continuous Production Workflow with Skills
The hardest part of AI short dramas isn't generating a pretty shot, but keeping characters, scenes, and style consistent. This article uses a real American campus drama test to detail how to build reusable workflows with Skills, plus three pitfall-avoidance tips.
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·6 min
DiffusionGemma Character Motion Transfer in Practice: A ComfyUI Workflow Breakdown
Explore a character motion transfer experiment based on a DiffusionGemma custom node—swap identity in ComfyUI using just a static image, a reference video, and one prompt. A breakdown of the tech stack, control signal preservation, and real limitations for AI video creators.
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·7 min
The Complete AI Character LoRA Training Workflow: Hands-On Multi-Character Consistency Generation with Local Deployment
A detailed guide to a complete local AI character generation workflow: from the five golden rules of LoRA training and automated ComfyUI dataset construction to hands-on comparisons of Crea2, Ideogram4, and Wan for multi-character same-frame interaction—all running free on personal hardware.
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·3 min
ChatCut × Codex Hands-On: Can AI Agent Edit Your Video With a Single Prompt?
Hands-on test of ChatCut AI video editor: Codex plugin support, auto filler removal, MG animation & subtitle generation. Full workflow test on a 3min 20sec video.
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·3 min
Four Paths for Frontend Engineers to Level Up in AI: From RAG to Vertical Agents
How can frontend engineers transition into AI development? This guide covers four agent development directions: RAG, workflow agents, vertical agents, and general-purpose agents — with framework picks like LangChain.js.
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·2 min
Flowith AI Canvas + Codex: Zero-Barrier One-Click AI Short Drama Production Pipeline
Flowith AI canvas + Codex automates AI short drama production end-to-end — from script and characters to scenes. Asset library solves consistency; point-and-edit enables precision control.
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·3 min
AI Video Generator Mobile Experience Ranked: Testing 8 Tools on Android and iOS
Hands-on mobile testing of 8 AI video generators across Android and iOS. Higgsfield, Runway, and Imagine Art lead; VO 3.1 and Pika fall short. Find the best tool for mobile video creation.
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·2 min
One Vague Prompt, Full Anime Animation: A GPT + Blender + Seedance Workflow Breakdown
One vague prompt triggers GPT to write a storyboard, drive Blender MCP to build a 3D layout, and hand it to Seedance 2.0 for anime stylization. Here's how the pipeline works.
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·2 min
Zero Prompts! Turn Your Design Mockup into a Promo Video with One Skill
LibTV's 'Screenshot to Promo Video' Skill lets designers generate promo videos by simply uploading a mockup — no prompts, no MCP setup required.
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·2 min
Running Krea 2 and LTX 2.3 on an RTX 3060: AI Image & Video Generation on Consumer Hardware
Can an RTX 3060 12GB run AI image and video generation? Full guide to Krea 2 + LTX 2.3 local deployment with real performance benchmarks and free workflow.
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·3 min
The Cost Trap of AI Video Generation: A Complete Pricing Strategy Guide for iOS Apps
AI video generation costs ~$1 per 10 seconds. How should iOS developers price their apps? This deep dive covers unit economics, credit-based pricing, and vertical market strategies.
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