sovit-123
Machine learning and deep learning problem solver and practitioner. Learning more about deep learning everyday and teaching others as well.
India
Pinned Repositories
American-Sign-Language-Detection-using-Deep-Learning
This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.
attention_is_all_you_need
Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].
CamVid-Image-Segmentation-using-FCN-ResNet50-with-PyTorch
Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.
fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
German-Traffic-Sign-Recognition-with-Deep-Learning
Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.
image-deblurring-using-deep-learning
PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.
Pneumonia-Detection-using-Deep-Learning
Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.
SAM_Molmo_Whisper
An integration of Segment Anything Model, Molmo, and, Whisper to segment objects using voice and natural language.
Traffic-Light-Detection-Using-YOLOv3
Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3
vision_transformers
Vision Transformers for image classification, image segmentation, and object detection.
sovit-123's Repositories
sovit-123/English-to-French-Neural-Machine-Translator
A deep learning model to translate English sentences to French sentences.
sovit-123/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
sovit-123/awesome-nodejs-projects
Curated list of awesome open-source applications made with Node.js
sovit-123/awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
sovit-123/awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
sovit-123/bit
Easily share code between projects with your team.
sovit-123/Cats-vs.-Dogs-Image-Classification
sovit-123/coding-interview-university
A complete computer science study plan to become a software engineer.
sovit-123/Deep-Learning-Image-Captioning
sovit-123/Hacker-News-Search
sovit-123/HackerNewsWhileReading
sovit-123/Heroku-Demo
sovit-123/how_to_deploy_a_keras_model_to_production
This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube
sovit-123/imdb_neural_net_review_classification
sovit-123/interactive-particles
sovit-123/javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
sovit-123/Kanban-Hustler
sovit-123/keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
sovit-123/Machine_Learning_Spam_Classifier
sovit-123/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
sovit-123/pygta5
Explorations of Using Python to play Grand Theft Auto 5.
sovit-123/pytorch-mobilenet-v2
A PyTorch implementation of MobileNet V2 architecture and pretrained model.
sovit-123/react-redux-links
Curated tutorial and resource links I've collected on React, Redux, ES6, and more
sovit-123/React-Router-Firebase
sovit-123/reactos
A free Windows-compatible Operating System
sovit-123/redux-ecosystem-links
A categorized list of Redux-related addons, libraries, and utilities
sovit-123/SC-FEGAN
SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color
sovit-123/Shopping-cart
sovit-123/taichi_mpm
High-performance material point method (MPM) solver for Taichi. (ACM Transactions on Graphics, SIGGRAPH 2018)
sovit-123/Wild-Cats-Classification