DeepanChakravarthiPadmanabhan / dextLinks
Toolkit for explaining the detections of an object detector
☆14Updated 3 years ago
Alternatives and similar repositories for dext
Users that are interested in dext are comparing it to the libraries listed below
Sorting:
- Uncertainty-aware representation learning (URL) benchmark☆105Updated 7 months ago
- ☆35Updated 3 years ago
- ☆12Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 4 years ago
- Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation☆33Updated 2 years ago
- Active and Sample-Efficient Model Evaluation☆25Updated 5 months ago
- Functions and classes for gradient-based robot motion planning, written in Ivy.☆51Updated 2 years ago
- End to end software to capture new objects using RGBD camera and augment them to get a annotated dataset to train deep nets☆11Updated 4 years ago
- Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment☆31Updated 2 years ago
- ☆13Updated 3 years ago
- ☆34Updated 4 years ago
- This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as des…☆228Updated last year
- Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)☆67Updated 4 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Updated 2 years ago
- Active learning for Mask R-CNN in Detectron2☆63Updated last year
- ☆71Updated 4 years ago
- ☆36Updated 3 years ago
- ☆45Updated 4 years ago
- ☆34Updated 2 years ago
- ☆18Updated 2 years ago
- Semantic Segmentation with Pytorch-Lightning☆63Updated 4 years ago
- 👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)☆68Updated 2 years ago
- Utilities to perform Uncertainty Quantification on Keras Models☆119Updated last year
- Reliability diagrams visualize whether a classifier model needs calibration☆159Updated 3 years ago
- Code accompanying our NeurIPS 2020 traffic4cast challenge☆13Updated 4 years ago
- A framework for analyzing computer vision models with simulated data☆126Updated 4 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Updated 6 months ago
- AIMS 2020, class on Visual Recognition☆23Updated 5 years ago
- Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts☆18Updated 4 years ago