100daysofcodepython

advance-house-price-prediction

anirudh1731

Config files for my GitHub profile.

apicalling

bending-excersise-guider

This is an bending exercise guider which will guide if person has done the bending exercise correctly or not . If correct then it calculates the number of repetition performed.

bentoml

braintumourdetection

This project uses deep learning to detect brain tumors in medical images. The project is designed to classify whether a brain tumor is present or not. We built a model using convolutional layers, maxpooling, and dense layers, and also used the VGG16 pre-trained model for comparison.

ccnet-selfattention

celibritysearcherusinglangchain

competetive-programming-

This is a repository where I will upload my all codes in Java (Leetcode , Hackerank , Codechef, Personal etc)

custom-sentiment-analysis-using-huggingface

This is a project where I built a custom transformer model by making use of huggingface.

digit_predictor

dimensionality_reduction_using_pca

driver-assistance-system

e-waste-management-using-transfer-learning

This is a project on management of E-waste , for which machine learning is used. VGG16 is used here for transfer learning. The waste is first of all classified according to there types. At a later stage the waste is again classified in respective to the classified items.

edge-detection

end-to-end-machine-learning-project

face-recognition

This is a face recognition system which is made using Haar cascade classifier. The facial features are detected using Haar cascade classifier and later the photos are captured using the Laptop camera and the dataset is prepared from that. VGG deep learning model was used to train the model. The trained model is later used to recognize the face.

fakenewsclassiffierusingnlp

This is a fake news classifier made using LSTM by converting sentences to vectors using embedding layer.

flutterprojects

handling-imbalanced-data-for-better-results

Handling the imbalanced dataset is very important as it can lead to difference in the prediction due to high availability of data of a particular class. The example is to demonstrate the process to deal with imbalanced dataset.

handwritten-digit-recognition

This is a small self learning project in which Handwritten digits are recognized . The dataset used here is MNIST datatset . The model used here for recognition is a self made model by using different dense ,CNN ,relu etc layers.

image-segmentation-using-unet-and-ccnet-on-stare-dataset

This is a project on segmentation of STARE dataset which contains retina dataset. The model is firstly trained using UNET and later CCNET is implemented along with Self attention mechanism.

kidney_disease_classification_using_mlflow_and_dvc

knn-algorithm-implementation-

This is an implementation of KNN algorithm and an approach to determine the best value of K for a dataset based on the error rate

lane-detection

Brain Tumour Detection

langchain-end-to-end-with-deployment-in-huggingface-space

mini-alex

This is a small replication of Alexa and a mini learning project which will recognize the Persons's voice and perform the things on command of the user. The model can recognize the voice and play the music commanded by the user . It can give current time , information about a particular thing and even tell joke.

mlprojects

nlp-practice