jessicaloke

brainmagick

Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

neural_manifolds_replicaMFT

PracticalSessions2023

eeg_encoding

Use DNNs to build encoding models of EEG visual responses.

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

vit-pytorch

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

Applied-Deep-Learning

Applied Deep Learning Course

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.

CLIP_prefix_caption

Simple image captioning model

deep-textures

Unofficial Reimplementation of "Texture Synthesis Using Convolutional Neural Networks" in PyTorch [Gatys et al. 2015](http://arxiv.org/abs/1505.07376)

CPSC393ParlettPelleriti

DeepTextures

Code to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)

OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

ImageNet2COCO

A demo for mapping class labels from ImageNet to COCO.

UberNet

Demo for CVPR 2017 paper

switch-cuda

A simple bash script for switching between installed versions of CUDA.

lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

svrhm21_RNN_explain

Code and data accompanying our SVRHM'21 paper.

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

unsup_vvs

Unsupervised deep convolutional neural network model for the ventral visual stream.

braintree

BrainScore-Transformers

Code from the paper "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4" in BSW at Cosyne 2022

places365

The Places365-CNNs for Scene Classification

PSGNets

Neural Networks that convert input movies into Physical Scene Graphs (PSGs)

neural_cotraining

The code for performing MTL on object recognition with neural data

backgrounds_challenge

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

pix2pix-zero

Zero-shot Image-to-Image Translation [SIGGRAPH 2023]

backgroundremover

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.