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Manu Gaur 's Projects

carvana-image-masking-challenge icon carvana-image-masking-challenge

Implementing U-NET with VGG-11 backbone pretrained on ImageNet in PyTorch to carry out semantic Segmentation on the Kaggle Carvana dataset.

cider icon cider

python codes for CIDEr - Consensus-based Image Caption Evaluation

cryptocurrency-price-forecasting-model-using-lstm icon cryptocurrency-price-forecasting-model-using-lstm

Made a Cryptocurrency Price Prediction Deep Learning Model, using Keras in Python. Used numpy and pandas for data preprocessing and train-test split .Built and trained a LSTM model with dropout and Adam optimizer using Keras Sequential API. Achieved a R2 score of 0.6552

egg icon egg

EGG: Emergence of lanGuage in Games

esvit icon esvit

EsViT: Efficient self-supervised Vision Transformers

llava icon llava

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

mygpt icon mygpt

Implementation of Karpathy's nanoGPT on Shakespeare and Harry Potter text.

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