A passionate AI developer
Highlights
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uav-tracker-evaluation
uav-tracker-evaluation PublicA benchmarking toolkit for evaluating multiple object tracking algorithms under a unified pipeline. Compares accuracy, stability, speed, and resource usage to help select the optimal tracker for re…
Python
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Ensemble-and-Hybrid-CNN-Architectures-for-Brain-Tumor-Classification
Ensemble-and-Hybrid-CNN-Architectures-for-Brain-Tumor-Classification PublicMulti-model hybrid deep learning framework for accurate brain tumor classification using MRI images.
Jupyter Notebook
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C80-Acoustic-Quality-Prediction-Mel-Spectrogram-Based-Deep-Learning-Approach
C80-Acoustic-Quality-Prediction-Mel-Spectrogram-Based-Deep-Learning-Approach PublicThis project aims to estimate the C80 acoustic quality values of seats in a concert hall. C80 values are modeled using deep learning using Mel spectrogram features. Missing measurement data is …
Jupyter Notebook
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CIFAR10-Inpainting-Autoencoder
CIFAR10-Inpainting-Autoencoder PublicThis project aims to solve the image inpainting problem using a ResNet-based autoencoder architecture on the CIFAR-10 dataset. The model is trained to reconstruct missing or masked regions in 32x32…
Jupyter Notebook
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Parallel-Image-Processor
Parallel-Image-Processor PublicReal-time parallel image processing with CPU core visualization. Demonstrates Thread Pool, Mutex, Semaphore and SIMD optimization using C++ and WPF.
C++
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Semantic-Segmentation-UNet-PyTorch
Semantic-Segmentation-UNet-PyTorch PublicSemantic image segmentation using U-Net architecture on Oxford-IIIT Pets dataset. Achieves ~90% Dice score with BCE+Dice loss.
Python
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