aiaudit-org / raw2logitLinks
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
☆34Updated 2 years ago
Alternatives and similar repositories for raw2logit
Users that are interested in raw2logit are comparing it to the libraries listed below
Sorting:
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.☆101Updated 3 years ago
- Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.☆58Updated 3 years ago
- Tensorflow 2.0 Implementation of GCViT: Global Context Vision Transformer☆26Updated last year
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- As part of the Explainable AI Toolkit (XAITK), XAITK-Saliency is an open source, explainable AI framework for visual saliency algorithm i…☆99Updated last month
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated 10 months ago
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.☆65Updated 2 weeks ago
- ☆24Updated 3 years ago
- Restorers provide out-of-the-box TensorFlow implementations of SoTA image and video restoration models for tasks such as low-light enhanc…☆39Updated last year
- An open-source AutoML Library based on PyTorch☆306Updated 3 weeks ago
- Convert scikit-learn models to PyTorch modules☆166Updated last year
- ☆51Updated last year
- A light-weight implementation of ICCV2023 paper "Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Rei…☆83Updated 2 years ago
- Self-Supervised Learning in PyTorch☆141Updated last year
- ☆26Updated 2 years ago
- IceData: Datasets Hub for the *IceVision* Framework☆49Updated 3 years ago
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 7 months ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆250Updated last week
- A fastai/PyTorch package for unpaired image-to-image translation.☆136Updated 2 years ago
- Lightning HPO & Training Studio App☆18Updated 2 years ago
- Official PyTorch code for U-Noise: Learnable Noise Masks for Interpretable Image Segmentation (ICIP 2021)☆41Updated 4 years ago
- ☆13Updated 4 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆196Updated 3 months ago
- This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.☆33Updated 3 years ago
- COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations☆158Updated 3 years ago
- Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, …☆68Updated 5 months ago
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Updated 2 years ago
- Aloception is a set of package for computer vision: aloscene, alodataset, alonet.☆93Updated 5 months ago