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SamT's Projects

autodeeplab icon autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

deeplabv3 icon deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

dl-for-forecasting icon dl-for-forecasting

In this project, I use Deep Learning, namely a RNN made of LSTM units to predict the bitcoin market price based on 5 input features

fast-transformer icon fast-transformer

An implementation of Fastformer: Additive Attention Can Be All You Need in TensorFlow

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

logo_python icon logo_python

This is a sample code for recreation of an old programming language called Logo used to educate children about programming by co

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

monodepth-pytorch icon monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

object-detection-via-hog-svm icon object-detection-via-hog-svm

This is an application of Object detection using Histogram of Oriented Gradients (HOG) as features and Support Vector Machines (SVM) as the classifier. Implemented in python, the following libraries are requires

pytorch-tutorial icon pytorch-tutorial

Build your neural network easy and fast, θŽ«ηƒ¦PythonδΈ­ζ–‡ζ•™ε­¦

rlbolt icon rlbolt

Implementation of multiple deep reinforcement learning algorithms in PyTorch Lightning

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