parikshitkumar1 Goto Github PK

0x9_generator

A web-app that uses a vanilla generative adversarial network and unsupervised learning to generate random 28X28x1 plasma style images of digits from 0 to 9

basic_ocr

A basic OCR that uses Tesseract and OpenCV

best_of_one

Has you play a best of one Rock Paper Scissors game vs the Computer using OpenCV and Convolutional Neural Networks to detect rock, paper and scissors move.

cnn_from_scratch

Binary classifier CNN model from scratch using PyTorch, classifies Bananas and Pineapples

contour_finder

Finds 3 largest contours in a given image

exotic_zoo_animal_multiclass_classifier

Uses a resnet to classify animal images into 10 classes

firearm_detection

An OpenCV application that uses YOLOv3 object detection and Darknet weights to detect firearms in a given image, or video.

generative_modeling

Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.

getting-started-with-git-and-github

Explaining Git and GitHub.

hand_gesture_recognition

Uses the computer webcam to interpret hand gestures for various tasks like sign language recognition and automation using CNNs.

image-generation-using-generative-networks

A web-app based on Wasserstein Generative Adversarial Network architecture with GP that generates multiple realistic paintings, trained on 8k Albrecht Dürer's paintings, includes super-res mode.

image-to-image-translation-for-anime-characters

Using Pix2Pix GAN for translating Anime images to something more aesthetic

malaria_detection_app

Classifies cell images into Parasitized/Uninfected using a CNN

multiclass-image-classification-for-pok-mon

starterdex, but better, an app that identifies Pokémon by using densenet201 and fastai over PyTorch, knows about all 151 generation one Pokémon + 15 mega evolutions and tells you all about them.

optimized-firearm-detection

An OpenCV application that uses YOLOv3 and YOLOv3-Tiny object detection and weights trained on a custom dataset to detect firearms in a given image, video and in real-time.

parikshitkumar.github.io

parikshitkumar1

intro

pneumonia_detection

Classifies X-Ray images into pneumonia/no pneumonia

pytorch-lightning_and_fastai

Checking out PL and fastai here

pytorch_in_dl

PyTorch Tutorials from Jovian.ai for Deep Learning

quick_ocr

easy OpenCV OCR implementation from scratch

rock_paper_scissors_classification_web_app

Resnet architecture to classify between rock, paper and scissors class dataset from Kaggle

scripts

Some scripts and data collection tools

starterdex

A computer vision web-app that uses deep learning and Residual Neural Networks to identify your Pokémon and then tells you all about it.

yolo-v3-tiny_prototype

Prototype object detection project using yolov3-tiny trained on the coco dataset