niteshctrl Goto Github PK

amazon-review-sentiment-analyzer

Amazon Fine Food Reviews

biceps-curl-counter

Biceps Curl Counter python app based on Mediapipe's Human Pose Estimation architecture.

car-resale-price-predictor

Predict Used Car Price

credit-card-lead-predictor

Hackathon conducted by AnalyticsVidhya | | Implemented using Deep Neural Network to achieve validation AUC > 0.8710 | | Used Tensorflow/Keras library | | Used Keras Tuner for hyperpaprameter tuning

driverless-car-system

english-digit-recognizer

Convolutional Neural Network implentation from scratch using Keras | | Achieved validation accuracy of 99.4% within 10K trainable parameters with the help of Learning Rate Scheduler | | Data Augmentation using Keras ImageDataGenerator

face-mask-detector

Keras/Tensorflow implementation to detect faces wearing masks | | Data from Kaggle | | Used pretrained MobileNetV2 with imagenet weights(Transfer Learning) | | Data Augmentation using Keras ImageDataGenerator class | | Result obtained was 89.42% as validation accuracy | | Used OpenCV for inference on webcam feed

face-recognition

OpenCV, Keras

fake-news-classifier

LSTM implementation

heroku-demo

intruder-mobile-notification-system

On Progress | | Notifications will be sent on Telegram with intruder images | | Stay tuned for more

intruder-mobile-notification-system-final

investi

To automate Equity Trading

ml_projects

Projects

niteshctrl.github.io

nsepy

Python Library to get publicly available data on NSE website ie. stock quotes, historical data, live indices

object-detection-yolo

Implemented YOLOv3 Object Detection using Keras/Tensorflow | | Used pretrained weights on MSCOCO dataset with 80 classes | | TBD: OpenCV implementation for demonstration on video streams

physiotherapy-pose-monitoring-system

Help patients in rectifying incorrect physiotherapy methods

portfolio

My Portfolio Website

positionkey

Multi-platform python package for mapping key strokes to mouse clicks.

pynput

Sends virtual input commands

stackoverflow-tag-predictor

Implemented One vs Rest Logistic Regression classifier | | 'Body' was removed and only 'title' was kept in data cleaning step | | Result obtained was 0.59 as micro-F1 score | | Tested on SVM but was costly in terms of time | |

stocks

Stocks Analysis listed on National Stock Exchange, India

transfer-learning-vision-vgg16

CIFAR