Samuel

convnet-burden. Memory consumption and FLOP count estimates for convnets

collaborative-experts. Video embeddings for retrieval with natural language queries

SIGBOVIK17-GUNs. Supporting public code for SIGBOVIK17 submission

shot-detection-benchmarks. A comparison of ffmpeg, Shotdetect and PySceneDetect for shot transition detection

slurm_gpustat. A simple command line tool to show GPU usage on a SLURM cluster

mcnCrossModalEmotions. Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"

pytorch-mcn. Convert models from MatConvNet to PyTorch

algorithms-and-data-structures. Video descriptions and minimalist Python implementations of algorithms and data structures.

mcnPyTorch. Model converter (PyTorch -> MatConvNet)

mcnGroupNorm. Small scale experiments with group normalization

yaspi. yaspi - Yet Another Slurm Python Interface

mcnSENets. Squeeze-and-Excitation Networks

mcnExtraLayers. Extra layers and utilities for matconvnet

mcnSSD. A matconvnet implementation of the Single Shot Detector

foundation-models. Video descriptions of research papers relating to foundation models and scaling

pytorch-benchmarks. convenience utilities for model validation

wider2pascal. A simple script for generating Pascal VOC devkit-style annotations for the WIDER faces dataset

mcnRobustLoss. robust regression loss functions

LearningGrimacesByWatchingTV. Code to accompany the paper "Learning Grimaces By Watching TV" and FaceValue dataset

CReLU. simple experiments to reproduce the CReLU paper

mcnFasterRCNN. Training code for the Faster-RCNN detector

pts_loader. A simple python function to load point cloud data from .pts files

matconvnet-ResNet. Deep Residual Networks for MatConvNet

A-23MW-data-centre-is-all-you-need. Paper: https://arxiv.org/abs/2203.17265, Video: https://www.youtube.com/watch?v=VUKvgsLu9yo

large-language-models-are-few-shot-publication-scoopers.

mcnToyOptim. Toy dataset examples for solvers

watchlogs. A simple utility for watching multiple logs

mcnDeepLab. support for DeepLab segmentation

mcnBReNorm. batch renomalization

samuel-api. samuel-api is a biological competitor to GPT-4

mcnDatasets. imdb constructors/utils for some common datasets

awesome-self-supervised-learning. A curated list of awesome self-supervised methods

zsvision. A small collection of python utilities for computer vision tasks

derivations. TeX

matlab-zsvision. a few python/MATLAB scripts for computer vision

mcnIm2row. MATLAB interface for im2row function

mcnResNeXt. ResNeXt for matconvnet

atrous-benchmark. rough GPU benchmark for atrous vgg-vd-16 model in matconvnet

imagenette. A smaller subset of 10 easily classified classes from Imagenet, and a little more French

typst2mathjax. A minimalist tool to convert from typst to mathjax

albanie.

transformers. 🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

prereg-science-website. Source for the NeurIPS2020 pre-registration workshop website: https://preregister.science

AI-news.

prompt_formatting_in_latex. Python