Ali Rida Sahili's repositories
Background-Subtraction-Unsupervised-Learning
Background Subtraction for complex scenes such as intersections from surveillance cameras
Self-Supervised-Deep-Clustering
Pytorch implementation of many self-supervised deep clustering methods
Generative_Architectures
Implementation of several GANs and Auto-encoders models
Learning-disentanglement-for-Sequential-Data
Implementation of VAE-based methods to learn disentangled representations for sequential data, e.g. Videos and Speech.
Attention-Is-All-You-Need
Implmenetation of self-attention, multi-head Attention and Transformer networks and testing on a toy dataset.
Disentangling-With-VAEs
Implementation of state-of-the-art VAE's variants used to learn disentangled representations
Masked_AEs
Implementation of Masked-AutoEncoder architecture on Pytorch
Object-Detection-Algorithms
Pytorch implementation of seven state-of-the-art algorithms for object detection.
STN-CoordConv
Pytorch implementation of spatial transformer networks (STN), CoordConv for ConvLayers and some experiments.
Transformer-based-Self-supervised-Learning
Implementation of several transformer-based networks which learn in a self-supervised manner.
Transformers-Nets
Implmentation of several transformer-based architectures compared on a classification task.
Bayesian-Machine-Learning
Fast and Scalable Estimation of Uncertainty using Bayesian Deep Learning
DNA-Classification
Implementation of several Kernels and Classfiers to classify DNA sequences
Visual-Odometry
Python implementation of a visual odometry algorithm comparing several Features detection and extraction methods
Calculator
A c++ implementation of several numerical methods which resolve systems of linear equations using matrix transformation and some graphic tools
GANformer
Generative Adversarial Transformers
Object_Detection_YOLOv5
Implementation of YOLO-v5 algorithm to detect multiple objects on both images and streaming
Self-Supervised-Context-Prediction
Self-Supervised-Context-Prediction
YOLOv7-InstanceSegmentation
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥