saiamrit's Projects
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
The most cited deep learning papers
A curated list of deep learning resources for computer vision
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
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A minimalist Jekyll theme for running a personal blog
Central Difference Convolutional Networks
### Python implementation to Machine Learning course by Professor Andrew Ng
Solution to all assignments of CS231n course
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Pytorch Lightning code guideline for conferences
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
A collection of various deep learning architectures, models, and tips
The paper implemented in this project is: Automatic Image Segmentation by Dynamic Region Merging by Peng et. al.
A personal portfolio website
Face Detection using CNN, Dlib and PIL
A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.