Saumya Mundra's starred repositories
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
langchain-tutorials
Overview and tutorial of the LangChain Library
segment-anything
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.
the-algorithm
Source code for Twitter's Recommendation Algorithm
OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
researcher
Concise answers to search queries using Google and GPT-3. Includes citations.
coco-labels
The labels for object categories in COCO dataset
awesome-public-datasets
A topic-centric list of HQ open datasets.
zero_to_gpt
Go from no deep learning knowledge to implementing GPT.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
advanced-deep-learning-with-python
Advanced Deep Learning with Python
Awesome-Image-Composition
A curated list of papers, code and resources pertaining to image composition/compositing or object insertion, which aims to generate realistic composite image.
ML-Papers-Explained
Explanation to key concepts in ML
derender3d
CVPR 2022 - derender3d: A method for de-rendering a 3D object from a single image into shape, material, and lighting, that is trained in a weakly-supervised fashion relying only on rough shape estimates.
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
Hands-On-Python-Deep-Learning-for-Web
Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul
Object-Placement-Assessment-Dataset-OPA
The first dataset of composite images with rationality score indicating whether the object placement in a composite image is reasonable.
SemanticGuidedHumanMatting
Robust Human Matting via Semantic Guidance, ACCV 2022.
Awesome-Image-Harmonization
A curated list of papers, code and resources pertaining to image harmonization.
Data_Science
This repository serves to house all the Data Analytics Scripts that I have showcased in my YouTube Videos.