Jumabek Alikhan's repositories
darknet_scripts
Auxilary scripts to work with (YOLO) darknet deep learning famework. AKA -> How to generate YOLO anchors?
net_intrusion_detection
Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
catboost-nids
Gradient Boosting Machine (XGBoost, CatBoost, RandomForest, Decision Tree, Scikit learn) based network intrusion detection method, on imbalanced CIC-IDS-2018 dataset
lightweight_facial_analysis
Face Detection, Facial Landmark Detection, Emotion Recognition and Hand Detection. Works even on resource constrained laptop/pc | GUI | User Interface
Data-Sources-for-Data-Science
List of data sources where u can get specific dataset and use for your R&D
software_programming_in_python
repository for the python programming class 2022-2 Inha University
monthly_masjid_contibutions
This repo intends to visualize monthly contributions and expenses of the Ashrafia Masjid @ Inha University South Korea
Robyn
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
iris_segmentation
Midterm Project for Biometrics class @ Inha University 2019
luqman_track
Simple, online, and realtime tracking of multiple objects in a video sequence.
luqmon_tracking
A collection of SOTA real-time, multi-object trackers for object detectors
micro_improvement_habit
Har kunlik kichkina o'sish orqali katta natijaga erishish
nids-with-sampling
Network Intrusion Detection in the Presence of Traffic Sampling. Deep Learning and Machine Learning & Data Science &
OC_SORT
[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
wbc_rnn
This is the RNN experiment WBC work "W-Net: A CNN-based Architecture for White Blood Cells Image Classification"