TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).
☆46Sep 7, 2021Updated 5 years ago
Alternatives and similar repositories for Generalized-ODIN-TF
Users that are interested in Generalized-ODIN-TF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.☆20Aug 4, 2021Updated 5 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Dec 21, 2021Updated 4 years ago
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Jun 11, 2021Updated 5 years ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆86Jun 16, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Nov 11, 2021Updated 4 years ago
- Neural Arithmetic Logic Units by Trask et al.☆12Apr 10, 2019Updated 7 years ago
- This repository hosts code for converting the original MLP Mixer models (JAX) to TensorFlow.☆15Sep 29, 2021Updated 5 years ago
- Identical-Image-Retrieval using Deep Learning☆12Aug 16, 2021Updated 5 years ago
- This project presents a simple framework to retrieve images similar to a query image.☆29Apr 6, 2021Updated 5 years ago
- SkyScenes: A Synthetic Dataset for Aerial Scene Understanding☆26Sep 25, 2024Updated 2 years ago
- Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.☆20Apr 28, 2021Updated 5 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Nov 5, 2020Updated 5 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.☆88Sep 24, 2021Updated 5 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Jul 28, 2021Updated 5 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆20Oct 26, 2021Updated 4 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆545Oct 12, 2021Updated 5 years ago
- This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.☆37May 23, 2022Updated 4 years ago
- Contains notebooks prepared for ML Bootcamp organized by Google Developers Launchpad.☆53Dec 13, 2019Updated 6 years ago
- This repository shows how to implement a basic model for multimodal entailment.☆10Aug 17, 2021Updated 5 years ago
- ResNet-RS models rewritten in Tensorflow / Keras functional API.☆27Jul 26, 2023Updated 3 years ago
- This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.☆13Aug 15, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆52Jan 8, 2022Updated 4 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 4 years ago
- PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), Res…☆42Jul 1, 2023Updated 3 years ago
- Implementation of RegNetY in TensorFlow 2☆21Jan 15, 2023Updated 3 years ago
- Compares the DistilBERT and MobileBERT architectures for mobile deployments.☆33Oct 15, 2020Updated 6 years ago
- Deep learning based solution to automatically analyze medical images for malaria testing☆16May 1, 2019Updated 7 years ago
- Includes additional materials for the following keras.io blog post.☆12Jun 23, 2021Updated 5 years ago
- Leveraging Transfer Learning on the classic CIFAR-10 dataset by using the weights from a pre-trained VGG-16 model.☆10Nov 15, 2018Updated 7 years ago
- Demonstrates knowledge distillation for image-based models in Keras.☆54Jul 23, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Oct 3, 2023Updated 3 years ago
- Deep learning experiments to design a model to predict Parkinson's diseases with the images of Spiral/Wave test☆17Apr 30, 2019Updated 7 years ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Aug 16, 2022Updated 4 years ago
- (Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.☆89Apr 6, 2021Updated 5 years ago
- High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.☆84Apr 22, 2022Updated 4 years ago
- Text-to-face implementation using AttnGan architecture.☆17Feb 27, 2022Updated 4 years ago
- Framework to run the Federated Test-Time-Adaptation method StarAlign☆11May 17, 2024Updated 2 years ago