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1. Reconstruction-Based-Image-Anomaly-Detection Reconstruction-Based-Image-Anomaly-Detection Public

   Unsupervised image anomaly detection in PyTorch — reconstructs intermediate ResNet50 feature maps with a 1×1 convolutional AutoEncoder and localizes anomalies via reconstruction-error heatmaps.

   Python

2. Unsupervised-Video-Anomaly-Detection Unsupervised-Video-Anomaly-Detection Public

   This repository contains the PyTorch implementation of our paper published in the ETRI Journal, which can be found at https://onlinelibrary.wiley.com/doi/10.4218/etrij.2024-0115

   Python

3. Intel-Image-Classification Intel-Image-Classification Public

   This repository classifies various objects in images from the Intel dataset on Kaggle using a pretrained model from the timm library.

   Python 1

4. Dashcam-Collision-Detection-Jetson-Rockchip Dashcam-Collision-Detection-Jetson-Rockchip Public

   Temporal accident detection on dashcam video — detects when a collision happens via a sliding-window R(2+1)D / VideoMAE model, with ONNX→TensorRT (Jetson) and ONNX→RKNN (Rockchip) deployment.

   Python

5. Student-Teacher-Model-For-Image-Anomaly-Detection-DINOv2 Student-Teacher-Model-For-Image-Anomaly-Detection-DINOv2 Public

   Image anomaly detection via student–teacher knowledge distillation — a ViT student distills a frozen DINOv2 teacher and flags defects by feature mismatch.

   Python

6. Travel-Agent Travel-Agent Public

   AI-powered travel planner that recommends the best times to visit, ranks hotels by preference, and generates personalized itineraries using ML and GPT-4.

   Python