Sagnik Roy's repositories
Style-Transfer-with-Python
Hand coded style transfer methods using Python 3.7 +
African-Wildlife-Animal-Recognition-with-CNN
Using Custom CNN to predict images of African Wildlife
Fashion-MNIST-prediction-with-ConvNet
Custom CNN prediction on multiclass Image data
Transfer-Learning-with-Python
Transfer Learning Projects with SOTA models
AngularGrad
Pytorch implementation of AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks
Predict-Customer-Churn-Preprocessing-and-Prediction
Preprocessing of data and churn prediction
sagnik1511.github.io
POrtfolio
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DS_and_ML_projects
Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.
Face-X
Demonstration of different algorithms and operations on faces . Join Discord channel for discussion.
heart-saver
Predictive Modelling Of dataset contain medical data of patients and predicting the chance of heart attack on the patient
Hello-ML
Intro to machine learning using Iris dataset.
HybridSN-pytorch
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
mlops_main
mlops main demo
mmdetection
OpenMMLab Detection Toolbox and Benchmark
NNfSiX
Neural Networks from Scratch in various programming languages
opencv
Open Source Computer Vision Library
pytorch-AE
Autoencoders in PyTorch
Space-Missions
Exploratory Data Analysis and Data Visualisation of All Space Missions from 1957 Dataset.
tensorflow
An Open Source Machine Learning Framework for Everyone
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
yolact
A simple, fully convolutional model for real-time instance segmentation.