Parikshit Kumar's repositories
Image-to-Image-Translation-for-Anime-Characters
Using Pix2Pix GAN for translating Anime images to something more aesthetic
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.
Hand_Gesture_Recognition
Uses the computer webcam to interpret hand gestures for various tasks like sign language recognition and automation using CNNs.
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.
Firearm_Detection
An OpenCV application that uses YOLOv3 object detection and Darknet weights to detect firearms in a given image, or video.
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.
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
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
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.
Exotic_Zoo_Animal_Multiclass_Classifier
Uses a resnet to classify animal images into 10 classes
Generative_Modeling
Generative Modeling using GANs, DCGANs, WGAN, WGAN-GP, ProGAN, Conditional GANs and Controllable Generation.
Malaria_Detection_App
Classifies cell images into Parasitized/Uninfected using a CNN
parikshitkumar1
intro
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
Pneumonia_Detection
Classifies X-Ray images into pneumonia/no pneumonia
Rock_Paper_Scissors_Classification_Web_App
Resnet architecture to classify between rock, paper and scissors class dataset from Kaggle
getting-started-with-git-and-github
Explaining Git and GitHub.
PyTorch-Lightning_and_fastai
Checking out PL and fastai here
PyTorch_in_DL
PyTorch Tutorials from Jovian.ai for Deep Learning
Scripts
Some scripts and data collection tools