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Chaithanya Kumar A's Projects

dog-breed-classification-app icon dog-breed-classification-app

This Project is all about building a DL pipeline to process the real world, user-supplied Images. Given an image of a dog the algorithm will identify an estimate of the canineโ€™s breed. If supplied with an image of a human, the code will identify the resembling dog breed.

dog-breed-classification-tf icon dog-breed-classification-tf

This Project is all about building a Deep Learning Pipe Line to process the real world , user supplied Images. Given an Image of a dog the algorithm will identify an estimate of the canineโ€™s breed. If supplied an image of a human, the code will identify the resembling dog breed.(TensorFlow Version)

facial-key-point-detection icon facial-key-point-detection

This project will be all about defining and training a convolutional neural network to perform facial keypoint detection, and using computer vision techniques to transform images of faces.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

gcloud icon gcloud

Google Cloud tutorial and setup

gcloud-command-lines icon gcloud-command-lines

This Repo Includes all the Google Cloud Command Line Interfaces important command lines along with several other important References.

generate-faces icon generate-faces

This Project is all about defining and training a DCGAN on a dataset of faces. The goal of the project is to get a generator network to generate new images of faces that look as realistic as possible!

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

image-caption-generator icon image-caption-generator

Image Caption Generator project focuses on creating a Neural Network architecture to automatically generate captions from images.

keras-ocr icon keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

models icon models

Models and examples built with TensorFlow

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