Aditya Suman adityasuman10

🎯

Focusing

catch me if you can , into Building Transformers

adityasuman10/README.md

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Global-Context-Vision-Transformer Global-Context-Vision-Transformer Public

GCViT: Global Context Vision Transformer paper, presented at ICML 2023 by A Hatamizadeh et al. Then, we will fine-tune the model on the Flower dataset for image classification task, leveraging the…

Jupyter Notebook 3
swim_transformer swim_transformer Public

datasets used - (cifar-100 , sar -synthetic aperture radar) , These instruction sets (SSE3, SSE4.1, SSE4.2, AVX, AVX2, FMA) help improve performance on CPUs that support them.

Jupyter Notebook 4 1
Predicting-Objects-Motion Predicting-Objects-Motion Public

Real-time object tracking using Kalman Filter, Lucas-Kanade Optical Flow, and YOLOv8 with Deep SORT for motion prediction and multi-object detection.

Python 6 2
16-bit-RISC-Processor 16-bit-RISC-Processor Public

Verilog code for a 16-bit RISC processor is presented. The RISC processor is designed based on its instruction set and Harvard-type data path structure. Then, the RISC processor is implemented in V…

Verilog 5
Heart-Disease-Prediction Heart-Disease-Prediction Public

Models : Logistic Regression, Decision Tree, Random Forest, SVM, KNN, Gradient Boosting, XGBoost, AdaBoost, Naive Bayes, MLP Neural Network.

Jupyter Notebook 2
LunarLander-RL LunarLander-RL Public

Algorithms such as Deep Q-Learning , Vanilla DQN , Rainbow DQN , Monte Carlo Simulation - yet to be updated

Jupyter Notebook 3