Pinned Repositories
Android-Finger-Paint-Zoom-Pan
Android finger drawing app with undo redo and zoom features
Android-P2P-Chat-Messenger-using-Java-TCP-IP-Socket-Programming
A Chat and File transfer Application using Android Socket Programming and Peer-Peer communication using Java TCP/IP Socket
Arcxival
A project and file archiving and sharing platform for teachers and students. Teachers create courses and students upload projects and files for grading and archiving for future reference.
Deepfake-Challenge-Kaggle
Work for the DFDC Kaggle Challenge
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.
forward-forward-algorithm-jax
Implementation of the Forward-Forward Algorithm by Geoffrey Hinton using JAX
FXGraphAlgorithmSimulator
Visualizes specific Graph Algorithms like BFS, DFS, MST etc. on interactive user input graphs.
Image-Manipulation-Detection-Flask-Deployment
Flask Web Interface to deploy ManTraNet and BusterNet for testing image manipulations
MLMI12-Image-Similarity-Matching
Cambridge MPhil MLMI12 - Computer Vision Mini Project
Self-Parking-Simulator-Reinforcement-Learning
sowmen's Repositories
sowmen/FXGraphAlgorithmSimulator
Visualizes specific Graph Algorithms like BFS, DFS, MST etc. on interactive user input graphs.
sowmen/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.
sowmen/Deepfake-Challenge-Kaggle
Work for the DFDC Kaggle Challenge
sowmen/ManTraNet-pytorch
Implementation of the famous Image Manipulation\Forgery Detector "ManTraNet" in Pytorch
sowmen/Self-Parking-Simulator-Reinforcement-Learning
sowmen/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
sowmen/face-forensics-solution
sowmen/forward-forward-algorithm-jax
Implementation of the Forward-Forward Algorithm by Geoffrey Hinton using JAX
sowmen/MLMI12-Image-Similarity-Matching
Cambridge MPhil MLMI12 - Computer Vision Mini Project
sowmen/celeb-df
sowmen/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
sowmen/Exam-Progress-Tracker-Fork
sowmen/face_recognition_demo
sowmen/FFD_CVPR2020
sowmen/HighwayEnv
A minimalist environment for decision-making in autonomous driving
sowmen/imanip_focalnet
sowmen/imanip_main
sowmen/ivy
The Unified Machine Learning Framework
sowmen/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
sowmen/LaneATT
Code for the paper entitled "Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection" (CVPR 2021)
sowmen/lanedet
An open source lane detection toolbox based on PyTorch, including SCNN, RESA, UFLD, LaneATT, CondLane, etc.
sowmen/ML-Project-Image-Segmentation
sowmen/MLMI2-Project
sowmen/Pacman-Glut
2D Pacman game using C++ Glut
sowmen/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.
sowmen/RetinaFace-Pytorch
Jupyter notebook implementation of Retinaface using Pytorch
sowmen/snake
sowmen/Tampering-Detection-and-Localization
Code for Paper "Image Tampering Detection and Localization via Reliability Fusion Map"
sowmen/unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
sowmen/yolov5