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Welcome to the Funix Capstone Project 🚀 wiki! Here you'll find useful tutorials, environments, and the current repo status.

Tutorials

• About the AOT dataset  🚀 RECOMMENDED
• Downloading the Dataset  ☘️ RECOMMENDED
• Exploring the Dataset  ⭐ RECOMMENDED
• Evaluation Benchmarks 
• Dataset EDA and Download  🚀 RECOMMENDED
• Baseline with Pre-train YOLOv3  ☘️ RECOMMENDED
• Tutorial on how to train YOLOv3 with AOT dataset  ⭐ THEORY
• Airborne Object Detection Benchmark  🚀 MODEL
• Local Logging Visualization  ☘️ VISUALIZE
• WanDB Live Visualization  🚀 VISUALIZE
• End-to-end YOLOv5 with AOT Dataset  🚀 HIGHLY RECOMMENDED

Deployments

• Docker image with FLASK  🚀 DEPLOYMENT
• Heroku App 

Basic Actions

• Mounting with Google Drive 
• Collecting Custom Data 
• Object Detection on Webcam with Scaled YOLOv4 
• Deploy YOLOv5 Web Service with Flask and Docker Image