SOCIAL SUMMER OF CODE-2023 /abhisheks008/DL-Simplified#346
Full name : Harsh Raj
GitHub Profile Link : https://github.com/RAJharsh02
Email ID : harshraj2828@gmail.com
What is your participant role? SSOC23
Approach for this Project:The project aimed to predict wether a honey bee image contains pollen or not using dl models. To detect pollen in honeybee images, the approach involves collecting and preprocessing a diverse dataset. Utilizing a pre-trained deep learning model like VGG16 or DenseNet, adapt the classification head for binary detection. Trained the model with fine-tuned hyperparameters and validate its performance on a separate dataset. Post-processing involves setting a threshold for binary predictions.
