Vinayak Arannil's repositories
Face_Recognition
<NOT ACTIVELY MAINTAINED>A light weight face recognition implementation using a pre-trained facenet model
Text_Detection_Synthetic_DataGenerator
Synthetic data generator for text detection/localisation tasks.
Image-classifer-using-tensorflow
a classifier trained for a hackathon using tensorflow slim library
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
asr-evaluation
Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).
aws-media-replay-engine
Media Replay Engine (MRE) is a framework to build automated video clipping and replay (highlight) generation pipelines for live and video-on-demand content.
BERT_multilabel_text_classification
An attempt to solve multilabel text classification problem using BERT encoder
car-damage-detection-using-CNN
Automated car damage detection using Instance Segmentation(Mask R-CNN)
cookbook
A repository of machine learning codes written for re-usability
covid-19-india-analysis
EDA of covid-19 data in India
Dataset-Indian-Names
The repository contains code for creating dataset for Indian names by preprocessing with some available datasets on google .
DeepLearningExamples
Deep Learning Examples
Demo
Demo repo for tutotial articles on Opensource.com
DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
Gardner2019
reproduce of paper Deep Parametric Indoor Lighting Estimation
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Pothole_Detection
Pothole Detection Using Computer Vision (Masked-RCNN)
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
sentence-transformers
Sentence Embeddings with BERT & XLNet
style-based-gan-pytorch
Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
sumy
Module for automatic summarization of text documents and HTML pages.
Tensorflow-Object-Detection-API-train-custom-Mask-R-CNN-model
Train a Mask R-CNN model with the Tensorflow Object Detection API
tf-in-practice
Quizzes and Assignments for the "TensorFlow in Practice" Specialisation