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barbershop

Barbershop: GAN-based Image Compositing using Segmentation Masks (SIGGRAPH Asia 2021)

binance-manager

Robust, Scalable & Advanced Python Binance API

biostatistics

Differential Gene Expression, Phylogenetic tree, Sequence Alignments, Biostatistics, Bioinformatic

bitcoin-price-forecasting

cognitive-computational-modelling-for-spatio-temporal-fmri-in-ventral-temporal-cortex

Multi-voxel pattern analyses methods based on ML & DL to decode the category of visual stimuli viewed by a human subject based on their recorded brain activity in fMRI form

columnar-transposition

Columnar Transposition , Cryptography, Assembly

compneuro

Computational Neuroscience Applications

compvision

Computer Vision Applications

cryptorl

Deep Reinforcement Learning for Automated Cryptocurrency Stock Trading

dcgan

DCGAN paper implementation using PyTorch to generate faces

facial-landmark-detection

Facial Keypoint Detection, Landmark Localization

image-captioning

Convolutional Language Model for Image Captioning

low-memory-transformer-finetuning

Implementation of Gradient Accumulation for low-memory language modelling transformer fine tuning.

music-genre-recognition-from-audio-tracks-and-metadata

Music Genre Recognition from Audio Tracks and Metadata via Both Time & Frequency Domain Learning

neural-networks

Neural Networks, Deep Learning, Computer Vision, Natural Language Processing, Python

parallel-file-downloader-cli-app

Parallel Data Fetching from Web and Synchronize & Aggregate the Fetched Information by Order

script_buddy_v2

Script Buddy v2 is a film script text generation tool built using film scripts from the world's most popular film scripts and GPT2.

sequence-deep-learning-from-scratch

Time Series and Sequence Deep Learning Model Implementations from Scratch

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

sp-maskr-cnn

Spatio-temporal Mask R-CNN for Video Instance Segmentation

swin-transformer-pytorch

Implementation of the Swin Transformer in PyTorch.

swindetr

Integration of Swin Transformer to DETR for Robust Object Detection (DEMO)

tt-spn---object-detection

Object Detection version of TT-SPN

tt-srn

TT-SPN: Twin Transformers with Sinusoidal Representation Networks for Video Instance Segmentation

tweet-sentiment-analyzer

Fully-Scratch Twitter Sentiment Analyzer Tool with Conventional ML and Sequence Deep Learning Models

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch