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In this Repository you will find project like Image Classification(binary and more that two class),Image Generation,pretrained model ,Image Reconstruction,Image Segmentation using Keras,Tensorflow,FastAi,OpenCV

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image-segmentation image-classification image-deblurring image-generation image-colorization transfer-learning

computer-vision-using-deep-neural-net's Introduction

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

  1. 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

  1. Salt Segmentation

Source code :salt-segmentation.ipynb

  1. 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

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