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Ryan Benmalek's Projects

bootcamp icon bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

cartoonsegmentation icon cartoonsegmentation

Instance segmentation for cartoon/anime characters and some visual techniques building around it.

common icon common

A collection of useful utility classes and functions.

darkflow icon darkflow

translate darknet to tensorflow. Load trained weights, retrain/fine-tune them using tensorflow, export constant graph def to C++

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

equinox icon equinox

Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gitignore icon gitignore

A collection of useful .gitignore templates

hugo-academic icon hugo-academic

The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:

kernl icon kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

modnet icon modnet

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

pointer_summarizer icon pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

prompt-fab icon prompt-fab

Toolkit for building prompt templates for language models

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