bermanmaxim

LovaszSoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

superpixPool

Superpixel Pooling implemented in PyTorch and Chainer

AOWS

Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020

Pytorch-DAG

Pytorch nn.module with arbitrary directed acyclic graph

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

bermanmaxim.github.io

coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

Detectron

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

ds3_kernel_testing

Material for the practical of the DS3 course on "Representing and comparing probabilities with kernels"

extension-cpp

C++ extensions in PyTorch

gitignore

A collection of useful .gitignore templates

icc-brightness

Control OLED display brightness by applying ICC color profiles.

imagenet-fast

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

interactive-coding-challenges

Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

kindling

A Swiss Army knife for building dope stuff with pytorch.

maskrcnn-benchmark

Fast, modular reference implementation of Semantic Segmentation and Object Detection algorithms in PyTorch.

packnet

Code for PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

parse

Parse strings using a specification based on the Python format() syntax.

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

pyscatwave

Fast Scattering Transform with CuPy/PyTorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-latest-singularity

superpoint_graph

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs

tinyrenderer

A brief computer graphics / rendering course

vision

Datasets, Transforms and Models specific to Computer Vision

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

zsh-autosuggestions

Fish-like autosuggestions for zsh