Abdullah Ibne Hanif Arean

I am thrilled to announce that our team, DU_MetroRail, has achieved remarkable success in the DL Enigma 1.0 - SUST CSE Carnival 2024, securing the 2nd Runners-up" position! I'm also honored to have received the "Best Solution Notebook" award for my Exploratory Data Analysis (EDA) notebook on the provided dataset. It's been an incredible journey, and I'm immensely proud of the dedication and talent demonstrated by our team members Nazmus Sakib Ahmed bhai, Mahmudul Hasan, Istiaq Ahmed Fahad throughout the competition. The DL Enigma 1.0 of SUST CSE Carnival 2024, aimed to foster advancements in Autonomous Driving Technology within the context of Bangladesh. Our approach summary harnesses the power of the Co-DETR model 🤖 and the BadODD dataset 📊 for robust object detection on the intricate roads of Bangladesh, addressing unique challenges for autonomous navigation. 1. Approach Summary: https://lnkd.in/dhAnsYv2 2. IEEE Format Paper: https://lnkd.in/dj7tJZDE 3. EDA Notebook [Best Solution Notebook Award]: https://lnkd.in/dvjgsWUP 4. Data Augmentation Notebook: https://lnkd.in/dhUgpMgw 5. Image Processing Notebook: https://lnkd.in/d8AvC6eW 6. Dataset Conversion Notebook: https://lnkd.in/dBjBEf3B 7. Training Notebook: https://lnkd.in/dEFqjEWG 8. Inference Notebook: https://lnkd.in/dpGtpw-r 9. Model Weight: https://lnkd.in/dTxbnGpP