🎉 Thrilled to Announce the Completion of Our AI & ML Journey at iCodeGuru!
After 8 intensive weeks of learning and building, I’m excited to share the successful conclusion of our AI and Machine Learning program at iCodeGuru—a journey filled with growth, innovation, and real-world application.
One of the proudest accomplishments from this experience was the development of a real-time video object detection system, a project that pushed me to apply AI beyond theory and create something truly impactful.
🎯 Project Highlight
Using a YOLO-based pre-trained model, I built a system capable of processing video input, identifying objects frame by frame, and producing a variety of meaningful outputs.
🔍 CSV Export of Detection Results
The system logs detailed detection data into a CSV file—including object names, positions, and confidence scores—making it easy to perform custom analysis or track results over time.
🎥 Annotated Video Output
Each processed video features bounding boxes and labels for objects detected in real time, offering a clear and intuitive visual experience.
📊 Analytical Graphs
To provide deeper insights, the system generates custom graphs that display detection frequency, object types, and confidence levels.
⚙️ Model Enhancements
Though built on a pre-trained YOLO architecture, I fine-tuned the model to:
- Improve accuracy in long videos
- Optimize runtime performance
- Enhance detection stability in complex scenes
🙌 Gratitude to Our Mentors & Community
A heartfelt thanks to:
- Sir Muhammad Shahid
- Mam Hijab Zahra
Your mentorship made this journey insightful and rewarding.
I’m also grateful to the iCodeGuru team and Pak Angels for creating such a supportive and empowering tech learning environment.
📽️ Watch the Session Recordings
Curious to see how it all came together?
🎬 Click here to watch the full recorded sessions
📂 GitHub Repository
Want to dive into the code, test it, or contribute?
💻 Explore the GitHub repo here
And if you find it useful, don’t forget to star it!
🌐 Join the iCodeGuru Community
Ready to work on real-world AI challenges and build future-ready skills?
🔗 Become part of the iCodeGuru community
Originally shared on LinkedIn
#MachineLearning #ArtificialIntelligence #YOLO #VideoProcessing #ObjectDetection #TechLearning #iCodeGuru #PakAngels