A MNIST-like fashion product database. Benchmark
a dataset of Zalando's article images—consisting of a training set of 60,000 examples and a test set of 10,000 examples.
Solving reinforcement learning tasks which require language and vision
JAX implementations of the following multimodal reinforcement learning approaches.
A Study of Face Obfuscation in ImageNet
Code for the paper "A Study of Face Obfuscation in ImageNet"
3D Reconstruction Software based on the AliceVision Photogrammetric Computer Vision framework
Meshroom is a free, open-source 3D Reconstruction Software based on the AliceVision Photogrammetric Computer Vision framework.
LiDAR fog simulation with python
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather
A Low-bit Quantization Toolbox for Deep Neural Networks in Computer Vision
QTool: A Low-bit Quantization Toolbox for Deep Neural Networks in Computer Vision
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision (ICCV 2021)
Combining Images, Language, and 3D Geometry for Learning Multimodal Vision
Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision. ICCV 2021.
An official implementation of the High-Resolution Transformer for Dense Prediction
This is the official implementation of High-Resolution Transformer (HRT).
Towards Interpretable Deep Metric Learning with Structural Matching
This repository contains PyTorch implementation for paper Towards Interpretable Deep Metric Learning with Structural Matching (ICCV 2021).
DeepViT: Towards Deeper Vision Transformer
This repo is the official implementation of "DeepViT: Towards Deeper Vision Transformer".
Contrastive Learning Inverts the Data Generating Process
Official code to reproduce the results and data presented in the paper Contrastive Learning Inverts the Data Generating Process.
Dual-Resolution Correspondence Network In Python
Dual-Resolution Correspondence Network, NeurIPS 2020
Curriculum Graph Co-Teaching for Multi-target Domain Adaptation
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
Implementation of ViViT: A Video Vision Transformer
Unofficial implementation of ViViT: A Video Vision Transformer.
3D Vision functions with end-to-end support for deep learning developers
3D Vision functions with end-to-end support for deep learning developers, written in Ivy.
A library of fast computer vision algorithms operating over numpy arrays
Mahotas is a library of fast computer vision algorithms (all implemented in C++ for speed) operating over numpy arrays.
Inverting the Inherence of Convolution for Visual Recognition
Involution: Inverting the Inherence of Convolution for Visual Recognition
Object Detection and Multi-Object Tracking In Python
Object detection is a computer technology related to computer vision and image processing
Learn and get more computer vision skills With Python
learn and gain new knowledge about computer vision and all its possible applications in the field of robotics and smart systems.
10th place solution for Google Smartphone Decimeter Challenge at kaggle
10th place solution for Google Smartphone Decimeter Challenge at kaggle
Image Classification Project Killer in PyTorch
Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)
Open Source Differentiable Computer Vision Library for PyTorch
Kornia is a differentiable computer vision library for PyTorch.
A PyTorch-Based Framework for Deep Learning in Computer Vision
TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision
Learning without Forgetting for Continual Semantic Segmentation
PLOP: Learning without Forgetting for Continual Semantic Segmentation
Tracing Versus Freehand for Evaluating Computer-Generated Drawings
Tracing Versus Freehand for Evaluating Computer-Generated Drawings (SIGGRAPH 2021)
An Effective Loss Function for Generating 3D Models from Single 2D Image without Rendering
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results
Extreme Rotation Estimation using Dense Correlation Volumes
Extreme Rotation Estimation using Dense Correlation Volumes
An anonymization API that localizes and obfuscates sensitive information in images/videos
Data privacy and individuals’ anonymity are and always have been a major concern for data-driven companies.
Multi-Task Vision and Language Representation Learning
12-in-1: Multi-Task Vision and Language Representation Learning
Self-Supervised Learning with Vision Transformers
This is an official implementation for "Self-Supervised Learning with Swin Transformers".
PVTv1 & PVTv2 in image classification and semantic segmentation tasks
This repository contains the official implementation of PVTv1 & PVTv2 in image classification, object detection, and semantic segmentation tasks.
Vision Transformer and MLP-Mixer Architectures
Below Colabs run both with GPUs, and TPUs (8 cores, data parallelism).
Pre-Trained Image Processing Transformer (IPT)
Pre-Trained Image Processing Transformer (IPT)
Monocular 360˚ Layout Estimation via Differentiable Depth Rendering
This is PyTorch implementation of our CVPR 2021 Oral paper "LED2-Net: Monocular 360˚ Layout Estimation via Differentiable Depth Rendering".
The Foundation for All Legate Libraries
Computational problems today continue to grow both in their complexity as well as the scale of the data that they consume and generate.
BMW IntelOpenVINO Segmentation Inference API
This is a repository for a semantic segmentation inference API using the OpenVINO toolkit.
FID calculation with proper image resizing and quantization steps
The FID calculation involves many steps that can produce inconsistencies in the final metric.
The primary dataset for pretraining deep learning models for computer vision tasks
ImageNet-21K Pretraining for the Masses
Iterative Normalization: Beyond Standardization towards Efficient Whitening
Iterative Normalization: Beyond Standardization towards Efficient Whitening
Image Inpainting with External-internal Learning and Monochromic Bottleneck
This repository is for the CVPR 2021 paper: Image Inpainting with External-internal Learning and Monochromic Bottleneck
Knowledge-Aware machine Learning from multiple sources in Python
PyKale is a PyTorch library for multimodal learning and transfer learning with deep learning and dimensionality reduction on graphs, images, texts, and videos.
Dual Contrastive Learning for Unsupervised Image-to-Image Translation
Dual Contrastive Learning Adversarial Generative Networks (DCLGAN)
So-ViT: Mind Visual Tokens for Vision Transformer
So-ViT: Mind Visual Tokens for Vision Transformer
Vision Transformer with Progressive Sampling in python
This is the official implementation of the paper Vision Transformer with Progressive Sampling, ICCV 2021.
Depth Aware Clothed Human Digitization via Stereo Vision
This repository contains a pytorch implementation of "StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision (CVPR 2021)".
A simplistic network that turns scribbles to mask
A simplistic network that turns scribbles to mask.
Revisiting the Design of Spatial Attention in Vision Transformers
Two simple and effective designs of vision transformer, which is on par with the Swin transformer
Location-Sensitive Visual Recognition with Cross-IOU Loss
Location-Sensitive Visual Recognition with Cross-IOU Loss
A New Vision Transformer for High-Resolution Image Encoding
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding