Projects in Awesome Lists by dimiz51

https://github.com/dimiz51/detr-factory-pytorch

This project is an implementation of the Detection Transformer (DETR) and the Conditional DETR variant of the model for state-of-the-art object detection. Using this project you can easily fine-tune and test both DETR variants on your own dataset following the included notebook guide.

conditional-detr detection-transformer detr object-detection pytorch torchvision transformers

Last synced: 16 Mar 2025

https://github.com/dimiz51/lane-detection-master-thesis

This research project titled "Hybrid Deep Learning approach for Lane Detection" was conducted as our final MSc degree thesis for Jonkoping University.

cnn deep-learning lane-detection vision-transformer

Last synced: 28 Feb 2025

https://github.com/dimiz51/hotel-review_sentiment-analysis

Pre-Processing routines, dataset cleaning, feature mining from text data and predictive modeling based sentiment analysis on a Trip Advisor Reviews dataset from Kaggle using the Logistic Regression Classifier.

logistic-regression nlp-sentiment-classifier sentiment-analysis

Last synced: 28 Feb 2025

https://github.com/dimiz51/facevit

FaceViT: A multi-task Vision Transformer for face detection, age estimation, and gender prediction, demonstrating the ability of the Vision Transformer to perform great across different tasks such as object detection and classification.

classification deep-learning object-detection tensorflow vision-transformer

Last synced: 28 Feb 2025

https://github.com/dimiz51/petsartistgan

PetsArtistGAN is a deep learning project that focuses on generating artistic renditions of pet images using Generative Adversarial Networks (GANs). This repository contains the code for training and evaluating the PetsArtistGAN model.

Last synced: 28 Feb 2025

https://github.com/dimiz51/youtube-watcher

A small script app monitoring selected Youtube channels for daily new video content.

Last synced: 28 Feb 2025

https://github.com/dimiz51/simple-ai-agents

Some simple AI Agents I have built using various Agent AI frameworks such as smolagents or LlamaIndex.

ai-agents huggingface llama-index smolagents transformers

Last synced: 09 Mar 2025

https://github.com/dimiz51/detectiontransformer-detr-pytorch

This project is an implementation of the Detection Transformer(DETR) for state-of-the-art object detection using the well-known Transformer architecture. Using this project you can easily fine-tune and test DETR on your own dataset following the included notebook guide.

detection-transformer detr object-detection pytorch torchvision transformers

Last synced: 21 Feb 2025

https://github.com/dimiz51/tapla-travel-planning-agent

A simple AI agent built with Hugging Face and smolagents. By querying this LLM-powered agent you can easily find flights and hotel offers with the best rates for your upcoming excursions!

ai-agents huggingface smolagents transformers

Last synced: 28 Feb 2025