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Md.Billal Hossain's Projects

autoannotationtool icon autoannotationtool

A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported

cocostuff icon cocostuff

The official homepage of the COCO-Stuff dataset.

dataset-converters icon dataset-converters

A conversion toolset between different object detection and instance segmentation annotation formats

datumaro icon datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch icon external-attention-pytorch

πŸ€ Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

filestash icon filestash

πŸ¦„ A modern web client for SFTP, S3, FTP, WebDAV, Git, Minio, LDAP, CalDAV, CardDAV, Mysql, Backblaze, ...

hands-on-machine-learning icon hands-on-machine-learning

Machine learning practice based on the book Hands On Machine Learning with Scikit-Learn & Tensorflow by Aurelien Geron.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kalman icon kalman

Some Python Implementations of the Kalman Filter

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras_cv_attention_models icon keras_cv_attention_models

Keras attention models including beit,botnet,CoaT,CoAtNet,convnext,CMT,cotnet,gmlp,halonet,levit,mlp-mixer,nfnets,regnet,resmlp,resnest,resnext,resnetd,volo

labelimg-kitti icon labelimg-kitti

πŸ‘ŒLabelImg-KITTI adds full support for rotated rect annotation with KITTI BEV format output

mlp-mixer-pytorch icon mlp-mixer-pytorch

Pytorch reimplementation of the Mixer (MLP-Mixer: An all-MLP Architecture for Vision)

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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