Computer-Vision-using-Deep-Neural-Net

Image Translation

1. Increasing the image quality by resolving blur content using Autoencoder reconstruction technique

Source code :deepdeblur.ipynb

2. Applying Autoencoder reconstrution technique to translate B&w image to colour image.

Source code :DeepRecolour.ipynb

Image Segmentation

1. Nerve Segmentation

Source code :nerve-segmentation.ipynb

2. Salt Segmentation

Source code :salt-segmentation.ipynb

3. Nuclei Segmentation

Source code :nuclei-segmentation.ipynb

Image Classification

1)Binary Classification with Keras

*) DogvsCat

*) Emotion classification

2)Multiclass Classification with Keras

*) Flower classification

*) shape classification

3)Image Classification with Transfer Learning

*) Mobilenet Transfer learning on blood cell

4)Multiclass classification with FastAi

*) surface classification

*) Malaria-cell classification