toshas/torch-fidelity issues and pull requests

#62 - Requesting to get High-fidelity performance metrics for generative models in PyTorch paper

Issue - State: closed - Opened by may-phyu about 2 months ago - 1 comment

#61 - Enable loading the weights in torch 2.6

Pull Request - State: open - Opened by yuvalkirstain about 2 months ago

#60 - How to use ResNet34 instead of Inception v3 to compute FID and KID

Issue - State: closed - Opened by Xingcun-Li 6 months ago - 6 comments

#59 - How to use fidelity API for stable diffusion provided by hugging face diffusers

Issue - State: closed - Opened by rutuja1409 7 months ago - 1 comment

#58 - Precision / recall reproducibility

Issue - State: open - Opened by sangyun884 11 months ago - 2 comments

#57 - refresh all the tests

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

#56 - deal with system_packages deprecation

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

#55 - Error when loading COCO-val2017

Issue - State: closed - Opened by arman-kazemi about 1 year ago - 2 comments

#54 - AssertionError in FID calculation.

Issue - State: closed - Opened by jonatelintelo over 1 year ago - 7 comments

#53 - when there will be next release?

Issue - State: open - Opened by Borda over 1 year ago - 3 comments

#52 - Fix/sphinx

Pull Request - State: closed - Opened by toshas almost 2 years ago

#51 - Feature extractor torch.compile

Issue - State: closed - Opened by toshas almost 2 years ago

#50 - improve fid computation (fixes #46)

Pull Request - State: closed - Opened by toshas almost 2 years ago

#49 - Precision and recall

Pull Request - State: closed - Opened by toshas almost 2 years ago - 1 comment

#48 - Bump tensorflow-gpu from 1.15.2 to 2.12.0 in /.circleci

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#47 - CLIP feature extractor, CLIP-FID

Pull Request - State: closed - Opened by toshas almost 2 years ago

#46 - A better way to compute the FID

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

#45 - ValueError: KID subset size 1000 cannot be smaller than the number of samples (input_1: 876, input_2: 876). Consider using "kid_subset_size" kwarg or "--kid-subset-size" command line key to proceed.

Issue - State: closed - Opened by may-phyu almost 2 years ago - 2 comments

#44 - About the value of FID

Issue - State: closed - Opened by zy-charon almost 2 years ago - 1 comment

#43 - Outputs of inception network seems to be batch size dependent

Issue - State: closed - Opened by nicolas-dufour almost 2 years ago - 4 comments

#42 - 0.3.0 miss requirements.txt

Issue - State: closed - Opened by Freed-Wu almost 2 years ago - 1 comment

#41 - Unable to use ‘mps’ device for m1 macs

Issue - State: closed - Opened by terriiii about 2 years ago - 1 comment

#40 - Add support for computing sFID metric inside feature_extractor_inceptionv3.py

Issue - State: closed - Opened by beppefolder about 2 years ago - 1 comment

#39 - Gated CRF Loss for Weakly Supervised Semantic Image Segmentation

Issue - State: closed - Opened by Aoldcat1997 about 2 years ago

#38 - Question about PRC merge to master

Issue - State: closed - Opened by GiannisPikoulis about 2 years ago - 1 comment

#37 - chore: added support for cifar100

Pull Request - State: closed - Opened by mikeogezi about 2 years ago - 1 comment

#36 - CelebA Dataset

Issue - State: closed - Opened by KomputerMaster64 about 2 years ago - 3 comments

#35 - add resize option in dataloader

Pull Request - State: closed - Opened by vidit98 over 2 years ago - 3 comments

#34 - Score calculation for paired dataset

Issue - State: closed - Opened by lizijue over 2 years ago - 2 comments

#33 - can torch-fidelity be installed into conda env?

Issue - State: closed - Opened by antonagafonov over 2 years ago - 2 comments

#32 - FID between train_set and val_set of cifar10 is around 40, is this normal?

Issue - State: closed - Opened by dongzhuoyao over 2 years ago

#31 - Running the code

Issue - State: closed - Opened by mountains-high over 2 years ago - 4 comments

#30 - Help on: "RuntimeError: stack expects each tensor to be equal size"

Issue - State: closed - Opened by ghost about 3 years ago - 2 comments

#29 - reduce tests duration to fit circleci limits

Pull Request - State: closed - Opened by toshas about 3 years ago

#28 - Bump tensorflow-gpu from 1.15.2 to 2.5.2 in /reference

Pull Request - State: closed - Opened by dependabot[bot] about 3 years ago - 3 comments
Labels: dependencies

#27 - Some question about 'calculate_metrics'

Issue - State: closed - Opened by C-water over 3 years ago - 1 comment

#26 - [PRC] Adds code for Precision, Recall metrics

Pull Request - State: closed - Opened by voletiv over 3 years ago - 3 comments

#25 - Bump tensorflow-gpu from 1.15.2 to 2.5.1 in /reference

Pull Request - State: closed - Opened by dependabot[bot] over 3 years ago - 1 comment
Labels: dependencies

#24 - Suggestions for Colab notebook use?

Issue - State: closed - Opened by metaphorz over 3 years ago - 2 comments

#23 - Add a new tf feature extractor

Issue - State: closed - Opened by dougsouza over 3 years ago - 1 comment

#22 - Image format specification for torch.utils.data.Dataset

Issue - State: closed - Opened by dougsouza over 3 years ago - 1 comment

#21 - Why KID value are mean and std? but in paper is just one value?

Issue - State: closed - Opened by zhangliyun9120 over 3 years ago - 1 comment

#20 - Geometry Score

Issue - State: closed - Opened by toshas over 3 years ago

#19 - Improved precision-recall

Issue - State: closed - Opened by toshas over 3 years ago

#18 - Read the docs documentation

Issue - State: closed - Opened by toshas over 3 years ago - 1 comment

#17 - Split tests into full and smoke, use smoke with circleci

Issue - State: closed - Opened by toshas over 3 years ago

#16 - Bump tensorflow-gpu from 1.15.2 to 2.5.0 in /reference

Pull Request - State: closed - Opened by dependabot[bot] over 3 years ago - 1 comment
Labels: dependencies

#15 - FID fails when `feature_layer_fid!=2048`

Issue - State: closed - Opened by SkafteNicki almost 4 years ago - 1 comment

#14 - Adds support for Dataset that returns multiple items, such as (images, target)

Pull Request - State: closed - Opened by voletiv almost 4 years ago - 1 comment

#13 - Allows for disabling feature caching but retaining statistics caching

Pull Request - State: closed - Opened by voletiv almost 4 years ago - 2 comments

#12 - Adds option of 4-dim uint8 tensor input (in addition to Dataset)

Pull Request - State: closed - Opened by voletiv almost 4 years ago - 1 comment

#11 - Converts imports from absolute to relative

Pull Request - State: closed - Opened by voletiv almost 4 years ago - 1 comment

#10 - Fix broken CircleCI process

Pull Request - State: closed - Opened by toshas almost 4 years ago

#9 - Does it support to calculate inception score for coco dataset?

Issue - State: closed - Opened by Corleone-Huang almost 4 years ago - 1 comment

#8 - Check features length before calling `choice` in KID

Issue - State: closed - Opened by toshas almost 4 years ago - 2 comments

#7 - Doubts about the calculation of FID

Issue - State: closed - Opened by zxsitu almost 4 years ago - 2 comments

#6 - Bump tensorflow-gpu from 1.15.2 to 2.3.1 in /tests

Pull Request - State: closed - Opened by dependabot[bot] about 4 years ago - 1 comment
Labels: dependencies

#5 - Bump tensorflow-gpu from 1.15.2 to 1.15.4 in /tests

Pull Request - State: closed - Opened by dependabot[bot] over 4 years ago - 1 comment
Labels: dependencies

#4 - Passing in two TensorDataset instances results in wrongly failed assertion

Issue - State: closed - Opened by anieuwland over 4 years ago - 2 comments

#3 - Adds input compatibility with 4-dim uint8 torch Tensor; absolute -> r…

Pull Request - State: closed - Opened by voletiv over 4 years ago - 2 comments

#2 - 0.3.0

Pull Request - State: closed - Opened by toshas over 4 years ago

#1 - Fix circleci tests

Pull Request - State: closed - Opened by toshas almost 5 years ago

GitHub / toshas/torch-fidelity issues and pull requests