SHUBHAM PUNDHIR's repositories
FCN_PyTorch
FCN model implementation on CamVid dataset using PyTorch.
SegFormerB5-Cityscapes
SOTA model implementaion on Cityscapes dataset.
ComputerVision
Convnets and data augmentaton.
DataloadersJupy
Dataloading and preprocessing for image segmentation using jupyter notebook.
DataProcessing
Data Cleaning and Data Visualisation.
DeepLabV3Plus-Emarg
Semantic Segmentation on Indian Roads dataset "Emarg" (custom).
DeeplabV3plus_IDD_lite-dataset
Trained DeeplabV3plus on IDD_lite dataset
DeeplearningTensorflow
Deep learning using Keras and TensorFlow.
dlv3-binaryClf
Binary classification using DeeplabV3plus on E-marg(custom) dataset.
emargcityscapes_pspnet
Semantic Segmentation using PSP-NET implementation on cityscapes standard dataset as well as EMarg custom dataset from scratch.
EMF3D_simulationdevops
-Inhouse Electric and Magnetic field Measurement Software Development(EMS)
FastFCN-Res50Cityscapes
Semantic Segmentation with FastFCN using resnet-50_4xb2-80k_cityscapes-512x1024 implementation from scratch.
FCOS_COCOdata
Full convolution one stage object detection inferences on coco dataset comprising of images and videos.
kaggle_projects
kaggle competition solutions.
ML-Advance
Cross-Validation and XGboost
ML-Basics
Data Exploration and Decision Tree ML Algo's
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
project-iitd
Detection(text extraction) of bus number from bus panel.Open-CV and Optical Character Recognition (OCR) for extracting the text on the bus.
PyTorch_tutorials
PyTorch tutorials.
pytorchTutorial
PyTorch Tutorials from my YouTube channel
RussianWildlife_Classification
Multi-Class Classification using Russian Wildlife(custom) dataset.
SAM
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
SegFormerImageNet-1kFine_tuning
We load the encoder of the model with weights pre-trained on ImageNet-1k, and fine-tune it together with the decoder head, which starts with randomly initialized weights.
SegmentAnything
Implementation of SAM on Sports Classification Dataset downloaded from Kaggle.
semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
Twitter-Sentiment-Analysis
It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization
U-NET-Segmentation-Model
Semantic Segmentation with U-NET implementation from scratch.
UNET-DroneSatelliteimages-data
Semantic segmentation on Aerial drone satellite image dataset.
UNet_Pytorch
Semantic Segmentation with U-NET implementation from scratch.