jackroos

VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

apex

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

Auto-Seg-Loss

Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation

CLIP

Contrastive Language-Image Pretraining

DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

deit

Official DeiT repository

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

fairscale

PyTorch extensions for high performance and large scale training.

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

gdown.pl

Google Drive direct download of big files

google-access-helper

谷歌访问助手破解版

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jackroos.github.io

mmcv

Open MMLab Computer Vision Foundation

mmdetection

Open MMLab Detection Toolbox and Benchmark

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

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, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

SegSort

SegSort: Segmentation by Discriminative Sorting of Segments

semseg

Semantic Segmentation in Pytorch

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

ustcthesis

LaTeX template for USTC thesis

vision

Datasets, Transforms and Models specific to Computer Vision

vscode-remote-development-in-colab

This repo will discuss about using vs code remote development in Google colab