Pinned Repositories
Cityscapes-Segmentation
PyTorch implementation for Semantic Segmentation on Cityscapes dataset using R2UNET and its modified version.
Federated-Learning
A PyTorch implementation of Federated Learning from scratch based on the paper "Communication-Efficient Learning of Deep Networks from Decentralized Data"
fine-tune-object-detector
A step-by-step PyTorch guide for improved vehicle type 2D object detection based on Faster-RCNN using transfer learning and data augmentation.
kitti_object_vis
KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )
mlops-template
MLOps project template to integrate robust and reliable machine learning pipelines in production.
ReliableStudent
[CVPR 2023 - L3D-IVU] PyTorch implementation of "Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection"
similar-images-remover
A Python tool to identify and remove similar-looking images from a dataset. Utilizes image preprocessing and hashing techniques for efficient comparison.
Super-Resolution-GAN
A novel framework for Single Image Super Resolution using Generative Adversarial Network (GAN), namely "Wide Activation with Enhanced Perception Super Resolution GAN (WAEP SRGAN)".
Transformer-for-Machine-Translation
A PyTorch implementation of Transformers from scratch for Machine Translation based on "Attention Is All You Need" by Ashish Vaswani et. al.
shashankag14's Repositories
shashankag14/computer-vision-concepts
CV related concepts
shashankag14/Deep-Learning-Project-Template
A best practice for deep learning project template architecture.
shashankag14/DepthAwareCNN
Depth-aware CNN for RGB-D Segmentation, ECCV 2018
shashankag14/PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
shashankag14/SRGAN
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
shashankag14/thesis-template
Latex template for writing a thesis