Md.Billal Hossain's Projects
A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported
A curated list of awesome data labeling tools
The official homepage of the COCO-Stuff dataset.
A conversion toolset between different object detection and instance segmentation annotation formats
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Deep Learning with Catalyst
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
π Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.βββ
π¦ A modern web client for SFTP, S3, FTP, WebDAV, Git, Minio, LDAP, CalDAV, CardDAV, Mysql, Backblaze, ...
Multicast over SDN with OpenFlow.
Machine learning practice based on the book Hands On Machine Learning with Scikit-Learn & Tensorflow by Aurelien Geron.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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.
Important python shells for image/xmls processing
Some Python Implementations of the Kalman Filter
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.
A simple implementation of Kalman filter in single object tracking
Keras attention models including beit,botnet,CoaT,CoAtNet,convnext,CMT,cotnet,gmlp,halonet,levit,mlp-mixer,nfnets,regnet,resmlp,resnest,resnext,resnetd,volo
πLabelImg-KITTI adds full support for rotated rect annotation with KITTI BEV format output
Pytorch reimplementation of the Mixer (MLP-Mixer: An all-MLP Architecture for Vision)
this repo contains various scripts to aid Object detection tasks
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
This paper presents a reconfigurable system that can encrypt digital data. The system provides the option of choosing one of familiar encryption methods DES, 3 DES and AES to the user.