Highlights
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cwgan-gp-fruits
cwgan-gp-fruits PublicConditional WGAN-GP that generates synthetic fruit images (apple · banana · orange) and benchmarks classifiers trained on real data, synthetic data, and a mix of both across 15 experiments.
Python
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handwriting-gen
handwriting-gen PublicHandwritten letter generation with DCGAN (image) and LSTM-MDN (stroke sequences) trained on EMNIST.
Jupyter Notebook
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spp-tabu-search
spp-tabu-search PublicSet Partitioning Problem solver using Tabu Search with experimental benchmarking and heuristic optimization analysis.
Python
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satellite-map-translation
satellite-map-translation PublicNotebook-first image-to-image translation project using Pix2Pix and CycleGAN on the Maps dataset.
Jupyter Notebook
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xai-image-classification
xai-image-classification PublicComparing simple and deep CNNs on CIFAR-10 with Grad-CAM, LIME, RISE, and activation maximization using PyTorch and Captum.
Jupyter Notebook
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crossmodal-retrieval
crossmodal-retrieval PublicA PyTorch implementation of contrastive image-text alignment trained on Flickr8k. Implements InfoNCE loss from scratch, aligns image and text embeddings in a shared 256-d space, and includes a live…
Jupyter Notebook
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