Raman Dutt's repositories
AICrowd-Blitz
Repo containing my solution of different challenges for the AICrowd-Blitz competition.
TensorFlow-Practice
A collection of different programs, paper implementations, pipelines in an effort to learn more about TensorFlow!
TF-2.0-Hacks
Contains my explorations of TensorFlow 2.0
deep_sort_yolov3
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
DL-workshop-series
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
FROC
computes and plots a FROC - Free-response Receiver Operating Characteristic
keras-contrib
Keras community contributions
nn-template
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, DVC, and Streamlit.
OxML
Solution for the OxML 2023 Challenge
plot_top_losses_keras
This repo consists of code for plotting top loss images
Pose-Estimation-Clean
Pose Estimation with cleaner outputs using Savgol filter
PySyft-TensorFlow
The TensorFlow bindings for PySyft
SSL-Augmentations
A project to investigate optimal augmentations for different downstream tasks in Medical Imaging
ssl-invariances
Official code for the paper "Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks".
Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.