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license: mit
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---
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license: mit
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tags:
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- vision
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- image-classification
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- instance-segmentation
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- object-detection
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- pytorch
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- ultralytics
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- deepfashion2
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---
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# Clothing Classification & Instance Segmentation
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This repository contains the best-performing models for VR Mini Project 1.
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The models are trained on a subset of the DeepFashion2 dataset to recognize 5 clothing categories: `short sleeve top`, `long sleeve top`, `shorts`, `trousers`, `skirt`.
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## Models Included:
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* **Task 3.1 (Classification):** ResNet50 (`cls.pth`) - Multi-label image classification.
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* **Task 3.2 (Detection & Segmentation):** YOLOv8 (`seg.pt`) - Object detection and instance segmentation.
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## Installation
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To run inference, install the required packages:
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```bash
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pip install torch torchvision ultralytics Pillow opencv-python-headless huggingface_hub
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