Today learned about Inception Neural Netowrks, thier importance in reducing the computational cost and effectivness.
Learned about practical usecases and advices in COnvnets. 1 important technique is
- Data Augmentation where we can use
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- Mirroring
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- Random Cropping
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- Color Shifting for our data to perfrom well
- Also Learned about state of computer vision in machine learning problems how are different fields in Computer Vision in that graph. How to tackle and simple techniques.
- Built an Emotion Tracking system where we track if a person is similing or not. Built using Keras and Resnets.