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Alireza Akbari's Projects

01_python_introduction icon 01_python_introduction

Learn the basics of Python. These tutorials are for Python beginners. so even if you have no prior knowledge of Python, you wonโ€™t face any difficulty understanding these tutorials.

altfreezing icon altfreezing

[CVPR 2023 Highlight] Official implementation of the paper: "AltFreezing for More General Video Face Forgery Detection"

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

bot-sort icon bot-sort

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

bundlesdf icon bundlesdf

[CVPR 2023] BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects

eesrgan icon eesrgan

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

eurocrops icon eurocrops

The official repository for the EuroCrops dataset.

fastdeploy icon fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

fastmot icon fastmot

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT ๐Ÿš€

license-plate-recognition-yolo icon license-plate-recognition-yolo

This project is for recognizing motorbike license plate in Vietnam. Includes detecting LP and recognizing characters on it. I'll write report later ๐Ÿ˜…

mcdpt icon mcdpt

Multiple camera devices person tracking (MCDPT)

strongsort-yolo icon strongsort-yolo

Real-time multi-camera multi-object tracker using (YOLOv5, YOLOv7) and StrongSORT with OSNet

supervision icon supervision

A set of easy-to-use utils that will come in handy in any Computer Vision project

techniques icon techniques

Techniques for deep learning with satellite & aerial imagery

the-gan-book icon the-gan-book

The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.

torchrs icon torchrs

PyTorch implementation of popular datasets and models in remote sensing

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