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1. Semantic-Segmentation-Forestry Semantic-Segmentation-Forestry Public

   Fine-tune and evaluate deep learning models built with PyTorch for semantic segmentation of trees from satellite imagery of forestry areas.

   Python 5

2. Road-Safety-Vision-Language-Models Road-Safety-Vision-Language-Models Public

   Fine-tuning of Vision Language Models (VLMs) for road safety inspection. Available models: LLaVA and QWEN3

   Python

3. Financial-Time-Series Financial-Time-Series Public

   Developing a PyTorch-based solution for predicting future values in financial time series data, leveraging RNNs and GRUs as part of the M3 competition for time series forecasting.

   Python 3

4. Roadscape_Detect Roadscape_Detect Public

   Segmentation of road markings using CV techniques and Panoptic Segmentation for inference to detect, trees, roads, cars, poles, etc.

   Python 2

5. MocoFSD MocoFSD Public

   PyTorch implementation of Momentum contrast in Frequency & Spatial Domain (MocoFSD) for fine-grained image classification.

   Python 1

6. MICO MICO Public

   Microsoft's Membership Inference Competition (MICO) for CIFAR10 using shadow models.

   Jupyter Notebook 1