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I applied via Internshala and was interviewed before Nov 2023. There were 2 interview rounds.
* General Image Processing Algorithms
* Multithreading and MultiProcesssing
I would approach the problem by collecting a dataset of images containing plastic bottles, preprocessing the images, selecting a suitable model architecture, training the model, and evaluating its performance.
Collect a dataset of images containing plastic bottles and label them accordingly
Preprocess the images by resizing, normalizing, and augmenting them to improve model performance
Select a suitable model architecture...
I have worked on projects involving object detection, image classification, and facial recognition.
Developed a deep learning model for detecting and classifying different types of fruits in images
Implemented a facial recognition system using OpenCV and dlib libraries
Collaborated on a project to detect and track vehicles in real-time using computer vision techniques
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