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AlexNet-Implementation
AlexNet-Implementation PublicThis repository contains an implementation of the AlexNet convolutional neural network (CNN) architecture using the Pytorch framework. The model is trained on a dataset consisting of images of cats…
Python
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ConvNets-on-Cifar10
ConvNets-on-Cifar10 PublicTraining a convolutional neural network to identify images in the Cifar10 dataset. Test accuracy: 81.95%
Python
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english-to-french-Neural-Machine-Translation
english-to-french-Neural-Machine-Translation Publictranslating English sentences to French using a seq2seq model that learns to encode the source sequences (English) into a fixed context vector C and passing C into a decoder that predicts that the…
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RoadWatch--Car-Detection-and-Tracking-
RoadWatch--Car-Detection-and-Tracking- PublicThis repository contains a car detection and tracking software implemented using YOLOv8 for object recognition and classification, along with DeepSORT for tracking. The model is capable of detectin…
Jupyter Notebook
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Skip-gram-Language-Model-Word2Vec-
Skip-gram-Language-Model-Word2Vec- PublicThis project implements the Skip gram language model from scratch that computes the embedding vector for the different texts/words in the Brown Corpus
Jupyter Notebook
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