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Navneet Sajwan's Projects

car-scratch-segmentation icon car-scratch-segmentation

This repository simply showcases a few results of my work under my company. I created a model that segments and localizes scratches in cars.

clothing-classifier icon clothing-classifier

Task: Multilabel Classifiation || Data: Images scraped from fashion website https://www.myntra.com/. || Total images: 50200 || Train Images: 32630 || Validation Images: 17570 || Number of Classes: 24

crnn-pytorch icon crnn-pytorch

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

facial-keypoints-regression icon facial-keypoints-regression

Predicting keypoints on faces is a fairly simple task using resnet with a regressor head. The purpose of this project is to build a resnet18 from scratch in PyTorch and train it on facial-keypoints data.

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