bibhabasumohapatra Goto Github PK

followers: 21.0 following: 170.0 repos: 40.0 gists: 0.0

Name: Bibhabasu Mohapatra

Type: User

Twitter: bibhabasuM1610

Location: Ahmedabad

Hi there ,I'm Bibhabasu

profile page: https://bibhabasumohapatra.github.io/

Kaggle Participation :

Some Notebooks

Won a bronze medal rank 80th Top 7% (80/1245) in the HuBMAP + HPA - Hacking the Human Body Competition (Image Segmentation) hosted on Kaggle:
- GitHub Repo of the Implementation: GitHub Repo
- Kaggle link for Jupyter Notebook: Submission Notebook best Result
Vision Transformer and Visualizing Attentions and Latents from scratch:
- GitHub Repo of the Implementation: GitHub Repo
- YouTube Video Implementation: Implementation
- YouTube Video Visualization: Visualization
How EMA Works?
- Illustrated Example: NoteBook
How Cosine Annealing Works?
- timm Implementation: Cosine Annealing Meaning
How to do Deep Supervision without much inside Segmentation Models PyTorch?
- Changing git repo of smp (Segmentation models PyTorch): Notebook
Approach with Huggingface Models - US patent phrase to phrase matching Kaggle Competition
- Training NB: Training Notebook
- Inference: Inference Notebook
Top 40% Solution to Pets Pawpularity Kaggle Competition (Image Classification):
- Kaggle link for Jupyter Notebook: Solution Notebook
- Well-managed GitHub Repo of the Implementation: GitHub Repo
Ensembles with folds some Tabular Playground Series:
- Tutorial to LightGBM: LightGBM Tutorial
- Tutorial to XGBoost Classifier: XGBoost Tutorial

Bibhabasu Mohapatra's Projects

awesome-lightning

Collection of Integrations and Examples for Lightning AI

awesome-segmenation-with-transformer

Transformer-Based Visual Segmentation: A Survey

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dsa-bootcamp-java

This repository consists of the code samples, assignments, and the curriculum for the Community Classroom complete Data Structures & Algorithms Java bootcamp.

hipt

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

hubmap-hpa-hacking-the-human-body

When you think of “life hacks,” normally you’d imagine productivity techniques. But how about the kind that helps you understand your body at a molecular level? It may be possible! Researchers must first determine the function and relationships among the 37 trillion cells that make up the human body. A better understanding of our cellular composition could help people live healthier, longer lives.

bibhabasumohapatra Goto Github PK

Hi there ,I'm Bibhabasu

Kaggle Participation :

Some Notebooks

Won a bronze medal rank 80th Top 7% (80/1245) in the HuBMAP + HPA - Hacking the Human Body Competition (Image Segmentation) hosted on Kaggle:

Vision Transformer and Visualizing Attentions and Latents from scratch:

How EMA Works?

How Cosine Annealing Works?

How to do Deep Supervision without much inside Segmentation Models PyTorch?

Approach with Huggingface Models - US patent phrase to phrase matching Kaggle Competition

Top 40% Solution to Pets Pawpularity Kaggle Competition (Image Classification):

Ensembles with folds some Tabular Playground Series:

Bibhabasu Mohapatra's Projects

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