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1. rs_vlm rs_vlm Public

   A specialized Vision-Language Model (VLM) for Remote Sensing. Features a scale-aware Hybrid CNN-ViT encoder and TinyLlama-1.1B backbone for intelligent satellite imagery analysis and natural langu…

   Python

2. ViT-Implementation-on-STL10 ViT-Implementation-on-STL10 Public

   This repository contains a Vision Transformer (ViT) implementation trained from scratch on the STL10 image classification dataset using PyTorch.

   Jupyter Notebook

3. failure-aware-vit-medical failure-aware-vit-medical Public

   A human-in-the-loop medical image classification system that uses uncertainty estimation to prevent prediction failures from reaching patients.

   Python

4. ddpm_implementation_on_MNIST ddpm_implementation_on_MNIST Public

   A modular, from-scratch PyTorch implementation of Denoising Diffusion Probabilistic Models (DDPM) for MNIST digit synthesis, featuring a stabilized UNet architecture and mathematical clarity.

   Python

5. RIsk-Aware-Surface-Defect-Segmentation-and-Automated-Decision-System RIsk-Aware-Surface-Defect-Segmentation-and-Automated-Decision-System Public

   Deep learning pipeline for surface defect segmentation with uncertainty estimation and risk-aware automated decision making.

   Python

6. gpt2-inspired_by_nanogpt gpt2-inspired_by_nanogpt Public

   A high-performance PyTorch implementation of GPT-2 (124M) from scratch. Features Flash Attention, torch.compile, DDP multi-GPU support, and weight-loading from Hugging Face. Inspired by Andrej Karp…

   Jupyter Notebook