SnapFlow
- #Photography
The client approached LITSLINK with the goal of creating an AI Tool for photographers to manage their shooting day.
- Machine Learning
Impact
This AI Tool for Photo Shoot Workflow Management:
- assists photographers in managing their workflow efficiently
- enhances their productivity and streamlines processes
- sorts photos of models based on multiple criteria: posture, eye direction, body direction, eyes open/closed, smile, blur, overexposed/underexposed, distance
Services we provided
Managing Commercial Campaigns Photoshooting
Tech Stack
SciPy
Python
Flask
Open CV
Mediapipe
Pandas
NumPy
Challenges and Solutions
🧐 Challenges
- Dealing with a significant number of corner cases in photo analysis and tag detection.
- Employing various methods tailored to each specific tag to achieve the highest possible accuracy percentage.
💡 Solutions
- Develop a web MVP tool for efficient photoshoot management, including photo selection based on defined criteria and generating suggestions for future campaigns.
- Streamline the photoshoot process by implementing a web tool that helps identify criteria for successful items and recommends optimal photo types, optimizing marketing efforts.
User flow
1. Users upload diverse image folders to the application.
2. AI-powered mechanism classifies images based on various features and creates descriptive tags for each image.
3. Users can effortlessly sort and filter images using these tags, obtaining refined and targeted access to visual content