This was a my 2 weeks Machine Learning Project and it was about detecting wheat heads 🌾 from the wheat image.
The Dataset was actually from a Kaggle Competition Global Wheat Detection Can you help identify wheat heads using image analysis?
Turns out the whole journey of 14 days was so much fun. I learned so much things using detectron2, detecting objects from scratch and training the model. Using pretrained object detecting models and implementing transfer learning for our custom object detection. Also main part was -----
I wrote a complete documentary for this project daily writing everything i do or completed. The link for the documentary is here