import numpy as np- Gradient Descent Optimization with numpy | (grad.py)
- Support Vector Machines (SVM) with numpy | (svm.py)
- Convolutional Neural Network (CNN) in c++ with TF | (cnn.cpp)
- Neural Network with numpy | (neuralnet.py)
- Principal Component Analysis (PCA) with numpy | (pca.py)
Computer Vision (py/PyTorch)
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Deep Reinforcement Learning (py/PyTorch)
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Transformers (py/PyTorch)
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Visual SLAM (c++)
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Multi Agent System : Crazyflie 2.1 (c++)
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Optical Flow : Neural Structure-from-Motion (c++)
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Monocular Dense Reconstruction
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3D Dynamic Scene Graphs
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Characterizing Performance of Edge AI Accelerators
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Geometric Deep Learning
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Vision-Based Navigation in Dynamic Environment
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3D Gaussian Splatting
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Find state of the art deep learning model code via paperswithcode, example : semantic segmentation.