Project Overview
AISWAPR is an innovative project aimed at content creators, enabling them to effortlessly swap faces in videos, enhance visuals, generate captions, and directly upload content to social media platforms. The client faced repeated challenges with other agencies, none of whom delivered a working solution, leaving them frustrated and desperate for reliable execution.
Turning complex ideas into seamless solutions—AISWAPR is where innovation meets execution.
The Process
The development of AISWAPR followed a structured and collaborative approach to ensure efficiency and precision. The project began with a Proof of Concept (POC) focused on AI-driven face-swapping, caption generation, and video enhancement. Once the POC demonstrated feasibility, we developed APIs to enable seamless communication between the AI server and the front-end application.
The front-end development team created an intuitive interface using Next.js, while the back-end team ensured robust functionality with Django and PostgreSQL. We deployed the AI models using TensorFlow, leveraging AWS for the back-end and Vercel for the front-end. Throughout the process, we used ClickUp for task management and Slack for real-time collaboration.
This iterative approach, combined with consistent testing and feedback loops, ensured the successful delivery of a feature-rich and high-performing platform.
Challenges and Solutions
1. Challenge: Developing an accurate face-swapping model.
- Solution: After unsuccessful simulations with the DeepFace VFX model, we pivoted to the NFNet model, which delivered significantly better results.
- We enhanced model performance by asking users to provide facial images from multiple angles for training, improving accuracy.
2. Challenge: Synchronizing AI outputs with front-end functionality.
- Solution: Intensive testing and API optimization were conducted to ensure smooth integration and real-time performance.
Key Contributors
- Chirag Gupta - CTO
- Darshan, Kunj - Sr. Front-End Developers
- Prashant, Victor - Sr. Data Scientists
- Rishab - Sr. Back-End Developer
- Madhuri, Yuvraj - Front-End Developers
Key Features
- Face Swapping: AI-powered precision face-swapping in videos.
- Caption Generation: Auto-captioning for improved accessibility and engagement.
- Video Enhancement: Real-time video quality upgrades.
- Social Media Scheduler: Seamless direct uploads to social platforms.
Development Journey
1. Initiation & Planning
We started with a Proof of Concept (POC), focusing on the AI server responsible for face-swapping, caption generation, and video enhancement.
2. API Development
APIs were built to enable smooth interaction between the AI server and the application.
3. Front-End Creation
The team then implemented the front-end, ensuring a user-friendly interface aligned with the client’s needs.
4. Project Management
Using ClickUp for task assignments and tracking, each sprint began with well-defined deliverables. Slack was used for instant communication and updates.
Measuring Success
The project’s success was assessed based on achieving the following milestones:
1. Accurate face-swapping functionality.
2. Seamless video enhancement tools.
3. Reliable caption generation.
4. Integrated social media scheduling.
Team Collaboration
We maintained seamless communication via Slack for daily updates and ClickUp for task tracking, ensuring transparency and accountability throughout the development process.
Impact
AISWAPR revolutionized content creation by introducing a browser-based tool that simplified previously complex tasks. The product has set a new benchmark in the industry, becoming a preferred tool for content creators globally.
Conclusion
Beyond Labs transformed the AISWAPR vision into a market-ready product, reinforcing our commitment to delivering innovative, high-quality solutions. The project stands as a testament to our ability to overcome challenges and exceed client expectations.
