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aks276's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-multi-task-learning icon awesome-multi-task-learning

2022 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

cleanvision icon cleanvision

Automatically find issues in image datasets and practice data-centric computer vision

cs229-2018-autumn icon cs229-2018-autumn

All notes and materials for the CS229: Machine Learning course by Stanford University

ds-automation icon ds-automation

A library to automate the basic steps in a data science project.

ivy icon ivy

The Unified Machine Learning Framework

laneatt icon laneatt

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

lightly icon lightly

A python library for self-supervised learning on images.

open-adas icon open-adas

An open source advanced driver assistance system (ADAS) that uses Jetson Nano as the hardware. Features: Traffic sign detection, Forward collision warning, Lane departure warning.

opencv icon opencv

Open Source Computer Vision Library

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

segnext icon segnext

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

tinygrad icon tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

transformers-for-nlp-2nd-edition icon transformers-for-nlp-2nd-edition

Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP

uptrain icon uptrain

UpTrain is an open-source tool for machine learning model monitoring and refinement. Join our community: https://discord.gg/zYXDMktp9P

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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