CeLux: High-performance video processing for Python, powered by FFmpeg and PyTorch. Ultra-fast video decoding directly to tensors with CPU and CUDA support.
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Updated
Jan 25, 2025 - C++
CeLux: High-performance video processing for Python, powered by FFmpeg and PyTorch. Ultra-fast video decoding directly to tensors with CPU and CUDA support.
Screw type detection using ESP-EYE and TensorFlow Lite Micro for real-time classification on ESP32.
Forging a cutting-edge Salary Prediction Software for Software Engineers. Seamlessly blending the art of data science and the precision of machine learning.
Algorithms and methods focusing on fitting polygonal shapes to the arbitrary point clouds or contours for the spelldraw whiteboard applications.
Flight Price Prediction
Official implementation of the TMLR paper: An Analysis of Model Robustness across Concurrent Distribution Shifts.
An interactive Power BI dashboard analyzing car sales data with filters for location, ship mode, and year. Provides insights into sales trends, budget performance, and profitability with key KPIs and visual breakdowns by segment, category, and month.
This project analyzes traffic accident data to identify patterns and predict crash severity using machine learning models. Various classification algorithms, including Random Forest, Logistic Regression, Decision Tree, and K-Nearest Neighbors (KNN), were trained to classify accident types.
predicting breast cancer in women in the next five years
This project predicts anime ratings and classifies their success using data from the MyAnimeList API. It applies regression and classification models to explore key influencing factors.
"Automated data cleaning & validation tool using AI/ML for error detection, correction, and quality scoring."
An analysis of European Football.
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