Tushar Sangam's Projects
This CNN performs end to end recognition of number plate images
U-net based Bio Medical Image Segmentation approach for Knee X-rays to automate contour extraction on femur bone
Implementation for our paper "Conditional Image-Text Embedding Networks"
Using a CNN encoder and decoder to compress images
A style transfer using CNN to generate artistic images
This uses the concept of Pix2Pix along with GAN to convert summer images to winter
Contains Dog Breed Classification using CNN, completed under Udacity's nanodegree deep learning course
Using DCGAN and celebrity A data set the network learns to generate 32x32 sized new faces
Trained LSTM RNN on Seinfeld's script to generate a new tv script
This network predicts bike sharing patterns based on previous bike sharing data using vanilla fully connected layers
Dog breed classification by Convolution Neural Networks implemented using libtorch(Pytorch C++ library), Udacity CppND Capstone Project
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects for Spot-sim2real
Learn OpenCV : C++ and Python Examples
Simple Ray AABB (axis aligned bounding box) Cornell box rendering using Optix 7
CUDA integration for Python, plus shiny features
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)
Advanced Computer Vision Final Project, we implement RoCL, robust contrastive learning for self supervised adversarial learning
Simple, online, and realtime tracking of multiple objects in a video sequence.
Implementation of popular deep learning networks with TensorRT network definition API
Project Page for TransVisDrone
[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers