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Himanshu's Projects

ann icon ann

I covered every topics in ANN like perceptron, regularization, dropout, hyperparameter tuning, early stopping, back_propagation both in classification and in regressing

automatic-number-plate-detection icon automatic-number-plate-detection

This project aims to detect vehicle number plates using YOLOv8 from Ultralytics, OpenCV, and PyTorch. The goal is to create an efficient and accurate system for automatic number plate recognition (ANPR), which can be used in various applications such as traffic management and security.

cat-dog-classification icon cat-dog-classification

i made this model using deep learning CNN and here i also use dropout, batch normalisation,maxpooling for better results

cnn icon cnn

I covered every topics in CNN like architecture, padding, stride, pooling, cnn filters and feature map with code.

duplicate-question-pair icon duplicate-question-pair

I made this model using deep learning NLP and also Bag-Of-Words for preprocessing and advanced features.

emotion-detector icon emotion-detector

This project focuses on detecting emotions using Deep Learning, specifically Convolutional Neural Networks (CNN). The goal is to create an efficient and accurate system that can recognize different emotions from facial expressions in images.

next-word-predictor icon next-word-predictor

I made this model using DEEP Learning LSTM and also used embedding, tokenizer, padding.

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