🐶 DogArmor is currently in it's post-MVP, pre-Final Product phase. We are getting user feedback and still working on the AI models. If you're excited to use our technology, consider giving our github page a ⭐
Please note development is being done every day! Check it out for yourself at: https://dogarmor.online/
🚀 Overview | ⚙️ How It Works | 🧠 Features | 🛠️ Tech Stack
DogArmor is an intelligent web app that recommends the perfect collar, harness, and leash combo for your dog utilizing:
- Visual information -- AI will analyze a picture of the dog, looking for anatomical structure, size, and more
- Behavioral information -- the dog's habits and behaviors
- Environmental information -- the dog's surroundings
- Budget
🟡 Why Fit Matters:
A properly fitting dog harness is essential for your dog's comfort, safety, and control during walks and activities.
- Too tight? Can cause chafing, skin irritation, or restrict movement/breathing.
- Too loose? Increases the chance of escape, snagging on objects, or uneven pressure that causes injury.
🔴 The Problem:
There are countless options—back-clip, front-clip, dual-clip, step-in—plus materials like nylon, mesh, leather, neoprene.
How do you choose the right one for your dog?
🟢 Our Solution:
DogArmor makes it simple.
You answer a few short questions about your dog's behavior, environment, and your budget, then upload a couple of photos.
Our AI analyzes everything—anatomy, size, habits—and recommends a tailored gear combo (harness, collar, and leash included).
- Upload a photo of your dog to help us understand its size and shape.
- Fill out a short form about your dog’s behavior, habits, and environment.
- Get instant gear recommendations based on both the photo and your answers.
- View product links and details tailored to your dog’s unique profile. -- TO BE IMPLEMENTED
🐾 Anatomy Detection — Our model analyzes key anatomical points (neck, chest, belly, back length) using pose estimation techniques to determine fit and comfort levels.
🎯 Behavior Personalization — Users can input behavioral traits like pulling tendency, aggression, or training level. These parameters are combined with anatomy data to personalize gear suggestions.
🛒 Intelligent Gear Matching — Our platform pulls product data from online retailers (e.g., Amazon, Chewy) and cross-references it with your dog’s profile to recommend the most suitable harness, collar, and leash combinations.
🖥️ Easy-to-Use Interface — A clean, intuitive web interface powered by Flask and Tailwind CSS, optimized for mobile and desktop, makes uploading photos and receiving gear suggestions fast and frictionless.
🧩 Future-Proof Backend — Modular Flask API architecture designed for scalability, with plans to incorporate multiple image angles, user feedback loops, and model fine-tuning.
🔄 End-to-End Pipeline — From image input to final product recommendation, the backend handles preprocessing, pose inference, behavior integration, and response generation—all automatically.
Built with:
- Python + Flask, HTML/CSS + Tailwind + AOS, SQLite, Future: ML models utilizing DeepLabCut and YOLO
Hosted Using:
- Azure's cloud
For all questions, concerns, and business inquiries, please contact us at: dogarmorteam@gmail.com