Dhaka Ai Traffic Detection Challenge

My Methods:

• Used Two models here
  • YoloV5
  • Retina Net with EfficientDet backbone
• Used a day model and night model
• Did Some contrast and morphological transfrom on dataset to get night like environment

Poster:

References :

1. You Only Look Once: Unified, Real-Time Object Detection(Yolo)
2. YOLOv5
3. RetinaNet: Focal Loss for Dense Object Detection
4. EfficientDet: Scalable and Efficient Object Detection)