Ecosyste.ms: Issues

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GitHub / sicara/easy-few-shot-learning issues and pull requests

#160 - How Many classes in training loop are required?

Issue - State: open - Opened by charurathour 29 days ago
Labels: question

#159 - CIFAR-FS and FC-100 dataset

Issue - State: open - Opened by atti0127 about 2 months ago - 1 comment
Labels: enhancement

#158 - Use of this repo

Issue - State: closed - Opened by shardulbihani about 2 months ago - 1 comment
Labels: question

#157 - load_state_dict

Issue - State: open - Opened by YiDanCheung 2 months ago - 3 comments
Labels: question

#156 - Can I use it for ECG class classification?

Issue - State: open - Opened by charlielol8 3 months ago - 1 comment
Labels: question

#155 - Loss in Episodical training

Issue - State: closed - Opened by charurathour 3 months ago - 1 comment
Labels: question

#153 - How to use easyfsl in audio classfication

Issue - State: open - Opened by thormaxx 4 months ago - 1 comment
Labels: question

#152 - `my_first_few_shot_classifier.ipynb` raises pickling error on Apple Silicon Mac

Issue - State: closed - Opened by NMZ0429 4 months ago - 3 comments
Labels: bug

#150 - EasyFSL for text classification

Issue - State: open - Opened by VihangaAW 5 months ago - 1 comment
Labels: question

#149 - Low accuracy when using SupportSetFolder.

Issue - State: open - Opened by TeddyPorfiris 5 months ago - 1 comment
Labels: question

#147 - Update inference_with_extracted_embeddings.ipynb

Pull Request - State: closed - Opened by dlfelps 6 months ago - 1 comment

#146 - Why do I get different a lower accuracy with EasySet?

Issue - State: open - Opened by TeddyPorfiris 6 months ago - 1 comment
Labels: question

#145 - Size of the batches: classical training.

Issue - State: closed - Opened by vsantjr 7 months ago - 2 comments
Labels: question

#144 - Predict only 1 image using the Prototypical Network

Issue - State: closed - Opened by pices45-cyber 8 months ago - 6 comments
Labels: question

#143 - cosine_distance_to_prototypes() and l2_distance_to_prototypes() are falsely named

Issue - State: open - Opened by Y-T-G 8 months ago - 2 comments
Labels: enhancement, question

#142 - Is it normal to get 0.2 accuracy on CUB using Relation Networks?

Issue - State: closed - Opened by deemoe404 8 months ago - 2 comments
Labels: question

#141 - about episodic training and resnet

Issue - State: open - Opened by HowCuteIsBee2002018 8 months ago - 1 comment
Labels: question

#140 - Remove implicit testing of dataframe of tensors

Pull Request - State: closed - Opened by ebennequin 8 months ago

#136 - Cannot import and download the CUB dataset on episodic_training

Issue - State: closed - Opened by DickHanselRyan 9 months ago - 1 comment
Labels: question

#135 - Cannot run the tutorial notebook in the local pc

Issue - State: closed - Opened by DickHanselRyan 9 months ago - 4 comments
Labels: question

#134 - Cannot reproduce the claimed 98% test accuracy after training in my_first_few_shot_classifier

Issue - State: open - Opened by martin0258 9 months ago - 4 comments
Labels: question

#133 - ValueError: Illegal backbone or feature shape. Expected output for an image is a 1-dim tensor.

Issue - State: closed - Opened by Hengrui-Gu 10 months ago - 1 comment
Labels: question

#132 - accuracy and loss

Issue - State: closed - Opened by HowCuteIsBee2002018 10 months ago - 2 comments
Labels: question

#131 - hard time trying on new dataset

Issue - State: closed - Opened by AvivTahar 11 months ago - 3 comments
Labels: question

#130 - CUDA out of memory

Issue - State: open - Opened by durach 11 months ago - 3 comments
Labels: bug

#129 - Adding deepcopy to best_state deriving

Pull Request - State: closed - Opened by durach 11 months ago - 2 comments

#128 - How to use Prototypical Networks in production?

Issue - State: closed - Opened by durach 11 months ago - 4 comments
Labels: question

#127 - Name of the images (files) of the support and query images.

Issue - State: closed - Opened by vsantjr about 1 year ago - 3 comments
Labels: question

#126 - Labels of support and query images: validation and test sets

Issue - State: closed - Opened by vsantjr about 1 year ago - 1 comment
Labels: question

#125 - How to use RelationNetworks?

Issue - State: closed - Opened by lmqhello about 1 year ago - 1 comment
Labels: question

#124 - Evaluation method

Issue - State: closed - Opened by wjtan99 about 1 year ago - 2 comments
Labels: question

#123 - Different image size.

Issue - State: closed - Opened by vsantjr about 1 year ago - 2 comments
Labels: question

#122 - how to set epoch

Issue - State: closed - Opened by ghos1y about 1 year ago - 1 comment
Labels: question

#121 - AttributeError: 'Omniglot' object has no attribute 'get_labels'

Issue - State: closed - Opened by cncPomper about 1 year ago - 2 comments
Labels: bug

#120 - how to use my custom data?

Issue - State: closed - Opened by td0069 about 1 year ago - 2 comments
Labels: question

#119 - Plant Village Dataset for FSL

Issue - State: closed - Opened by ghos1y about 1 year ago - 1 comment
Labels: question

#118 - PicklingError on "my_first_few_shot_classifier" cell 23.

Issue - State: closed - Opened by ghos1y about 1 year ago - 2 comments
Labels: bug

#117 - Release: 1.4.0 → 1.5.0

Pull Request - State: closed - Opened by ebennequin about 1 year ago

#116 - CUDA out of memory when using matching networks

Issue - State: closed - Opened by tommasoguidi about 1 year ago - 1 comment
Labels: bug

#115 - Add new benchmark

Pull Request - State: closed - Opened by ebennequin about 1 year ago

#114 - Add hyperparameter search

Pull Request - State: closed - Opened by ebennequin about 1 year ago

#113 - About relation networks

Issue - State: closed - Opened by HowCuteIsBee2002018 about 1 year ago - 7 comments
Labels: question

#112 - Paper citation

Issue - State: closed - Opened by crx2000 about 1 year ago - 2 comments
Labels: enhancement

#111 - How to use MatchingNetworks or RelationNetworks?

Issue - State: closed - Opened by ShraaboniSarker about 1 year ago - 3 comments
Labels: question

#110 - Add optional centering to SimpleShot

Pull Request - State: closed - Opened by alanqrwang about 1 year ago - 1 comment

#109 - Bug fix in episodic training notebook

Pull Request - State: closed - Opened by VihangaAW about 1 year ago

#108 - SimpleShot implementation doesn't do centering?

Issue - State: closed - Opened by alanqrwang over 1 year ago - 1 comment
Labels: enhancement

#107 - How do I modify the code base

Issue - State: closed - Opened by jianandeng023 over 1 year ago - 1 comment
Labels: question

#106 - Bump version: 1.3.0 → 1.4.0

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#105 - Add new methods and some numbers

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#104 - Issue with 'evaluate' in easyfsl.

Issue - State: closed - Opened by GreedYLearner1146 over 1 year ago - 2 comments
Labels: bug

#103 - Release: 1.2.1 → 1.3.0

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#102 - Add tensor shapes to docstring

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#101 - Add WrapFewShotDataset

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#100 - Add FeaturesDataset

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#99 - Add Python 3.11 support and remove 3.6

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#98 - Compatibility with Python 3.11

Issue - State: closed - Opened by ebennequin over 1 year ago

#97 - Allow working on extracted features

Issue - State: closed - Opened by ebennequin over 1 year ago

#96 - Release 1.1.0 => 1.2.0

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#95 - Add isort, black and mypy checks to CI

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#94 - How to train a Transductive Information Maximization (TIM) model with a resnet50 inside?

Issue - State: closed - Opened by 5AF1 over 1 year ago - 1 comment
Labels: question

#93 - Add checks for dataset shape in TaskSampler

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#92 - Difference between training style

Issue - State: closed - Opened by KyleChenpopo over 1 year ago - 1 comment
Labels: question

#91 - pre-trained weights for the ResNet12？

Issue - State: closed - Opened by ssx12042 over 1 year ago - 2 comments
Labels: question

#90 - Standardize typing in TaskSampler.episodic_collate_fn()

Pull Request - State: closed - Opened by Aml-Hassan-Abd-El-hamid over 1 year ago - 2 comments

#89 - TaskSampler.episodic_collate_fn(): IndexError: Target 7 is out of bounds.

Issue - State: closed - Opened by Aml-Hassan-Abd-El-hamid over 1 year ago - 9 comments
Labels: enhancement, question

#88 - Add support for python 3.10

Pull Request - State: closed - Opened by ebennequin over 1 year ago

#87 - I want to run EasyFSL code on my own dataset

Issue - State: closed - Opened by Anin1 over 1 year ago - 1 comment
Labels: question

#86 - Update the notebooks to account for new EasyFSL interface

Issue - State: closed - Opened by HsienYangLiao over 1 year ago - 1 comment
Labels: enhancement

#85 - Unable to run EasyFSL on my own Dataset

Issue - State: closed - Opened by Anin1 over 1 year ago - 1 comment
Labels: bug

#84 - What is episode here in episodic training ?

Issue - State: closed - Opened by shraddha291996 over 1 year ago - 3 comments
Labels: question

#83 - Fixing spelling mistake in readme

Pull Request - State: closed - Opened by djmoffat over 1 year ago

#82 - Generalizing TaskSampler for sampling other datasets

Issue - State: closed - Opened by cpt-Levi over 1 year ago - 5 comments
Labels: enhancement

#81 - Error Running next(iter(test_loader))

Issue - State: closed - Opened by Xemin0 over 1 year ago - 1 comment
Labels: question

#80 - Calculate the confusion matrix for binary classification

Issue - State: closed - Opened by haricash over 1 year ago - 1 comment
Labels: enhancement

#79 - What is the difference between support images used in training and support images used in testing ?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago - 1 comment
Labels: question

#78 - Batch Size in Episodic and My-first-few-shot-classfier?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago - 1 comment
Labels: question

#77 - EasyFSL on an image classification problem with my own dataset

Issue - State: closed - Opened by wongshujun almost 2 years ago - 3 comments
Labels: question

#76 - How to freeze some layers of network ?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago
Labels: question

#75 - How to make predictions on test set ?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago - 4 comments
Labels: question

#74 - AttributeError: 'SupportSetFolder' object has no attribute 'to'

Issue - State: closed - Opened by ebennequin almost 2 years ago - 5 comments

#72 - Can I use different backbone for classical or episodic learning ?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago - 1 comment
Labels: question

#71 - classical training method evaluation concept

Issue - State: closed - Opened by joshuasir almost 2 years ago - 4 comments
Labels: question

#70 - How to get a prediction for custom dataset ?

Issue - State: closed - Opened by shraddha291996 almost 2 years ago - 1 comment
Labels: question

#69 - Probabilities of a novel image belonging to a Class

Issue - State: closed - Opened by iou84 almost 2 years ago - 3 comments

#68 - ValueError : Sample Larger than population or is negative for 5 shot 2 way problem

Issue - State: closed - Opened by haricash almost 2 years ago - 11 comments
Labels: enhancement, question

#67 - For custom datasets, how to divide the class?

Issue - State: closed - Opened by ssx12042 almost 2 years ago - 15 comments
Labels: question

#66 - how to evaluate model's accuary about few classes?

Issue - State: closed - Opened by cy2333ytu almost 2 years ago - 2 comments
Labels: question

#65 - TypeError: 'NoneType' object is not subscriptable

Issue - State: closed - Opened by cy2333ytu about 2 years ago
Labels: question

#64 - How to build my own train_set use own data

Issue - State: closed - Opened by cy2333ytu about 2 years ago - 4 comments
Labels: enhancement, question

#63 - N_QUERY

Issue - State: closed - Opened by earthlovebpt about 2 years ago - 3 comments
Labels: question

#62 - Adding more backbones

Issue - State: closed - Opened by anish9 about 2 years ago - 2 comments
Labels: enhancement

#61 - Release 1.0.1 → 1.1.0

Pull Request - State: closed - Opened by ebennequin about 2 years ago

#60 - SupportSetFolder not included in latest release

Issue - State: closed - Opened by rlleshi about 2 years ago - 1 comment
Labels: question

#59 - How to Use My First Few Shot Classifier with a Custom Dataset

Issue - State: closed - Opened by ynusinovich about 2 years ago - 2 comments
Labels: question

#58 - FSL object detection

Issue - State: closed - Opened by shrinand1996 about 2 years ago - 2 comments
Labels: enhancement