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alphabet-recognition-from-gestures

This project recognizes alphabet gestures real time using the camera feed. The project uses two ML models for prediction, one is using a CNN and the other uses normal neural networks.

behavioral-cloning-udacity

The objective of this project is to clone human driving behavior by the use of Convolutional Neural Network using the Udacity Self Driving Car Simulator.

classification_and_regression

Repo contains examples for EDA, Classification and Regression in common Kaggle datasets

continousmodeldeploy

Leaf Disease classification on GCP kubernetes

cv-mlops-project

This a introductory project to learn the fundamentals of MLops for a CV application.

cv-model-zoo

This is a collection of Computer Vision Models in Jupyter notebook format.

deep-learning-

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

facenet_pytorch

This the pytorch implementation of Facenet Paper

global_wheat_detection_kaggle

This is a repository of the Kaggle Global Wheat Detection Challenge

gradient_descent_-softmax_regression

human_activity_recognition-

keras-cam

Keras implementation of class activation mapping

mlops_classifier

This is Mlops pipeline for a simple ML classifier

multitask-age-gender-classifier

Creating a Multitask network to classify Age category and Gender

neural-network-architecure-diagrams

This repo is used for storing architecture diagrams made from draw.io

nlp-model-zoo

This repository contains the NLP Preprocessing techniques and state-of-the-art NLP Models

pose_estimation

This project is about about implementing attention module to the pose estimation base line to improve results.

python-for-algorithms--data-structures--and-interviews

Files for Udemy Course on Algorithms and Data Structures

real-time-vehicle-detection

semantic_segmentation

The objective of this project is to make a Convolutional Neural Network do a pixel wise classification of multiple objects in the scene (i.e cars, pedestrians, trees, roads etc.).

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

text-summarization

This repository contains code to do text summarization and end-to-end deployment cycle

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

udacity-facial-keypoint-detection

This project introduces Facial-Keypoint Detection using CNNs

video2calibration

Camera intrinsic parameters calibration from chessboard video sequence.

yolo2

Train YOLOv2 object detector from scratch using Tensorflow.

yolo_v2

The implementation of YOLO v2 with TensorFlow

yolov2

YoloV2 quick implementation using darknet and yad2k (Yet another darknet 2 keras)

yolov2-pytorch

PyTorch implementation of YOLOv2 object detection algorithm