sowmen

FXGraphAlgorithmSimulator

Visualizes specific Graph Algorithms like BFS, DFS, MST etc. on interactive user input graphs.

face-cutout

Code for the paper "Towards Solving the DeepFake Problem: An Analysis on Improving DeepFake Detection Using Dynamic Face Augmentation"; Sowmen Das, Selim Seferbekov, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin; Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021, pp. 3776-3785.

Deepfake-Challenge-Kaggle

Work for the DFDC Kaggle Challenge

ManTraNet-pytorch

Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

face-forensics-solution

forward-forward-algorithm-jax

Implementation of the Forward-Forward Algorithm by Geoffrey Hinton using JAX

MLMI12-Image-Similarity-Matching

Cambridge MPhil MLMI12 - Computer Vision Mini Project

Self-Parking-Simulator-Reinforcement-Learning

celeb-df

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Exam-Progress-Tracker-Fork

face_recognition_demo

FFD_CVPR2020

HighwayEnv

A minimalist environment for decision-making in autonomous driving

imanip_focalnet

imanip_main

ivy

The Unified Machine Learning Framework

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

LaneATT

Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)

lanedet

An open source lane detection toolbox based on PyTorch, including SCNN, RESA, UFLD, LaneATT, CondLane, etc.

ML-Project-Image-Segmentation

MLMI2-Project

Pacman-Glut

2D Pacman game using C++ Glut

Reinforcement-Learning

A report on fundamentals of reinforcement learning (not including deep reinforcement learning), and a collection of code used. This was carried out as part of the MPhil MLMI course.

RetinaFace-Pytorch

Jupyter notebook implementation of Retinaface using Pytorch

snake

Tampering-Detection-and-Localization

Code for Paper "Image Tampering Detection and Localization via Reliability Fusion Map"

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

yolov5