A modular PyTorch library for optical flow estimation using neural networks

Overview
Comments
  • Different tensors size KITTI train

    Different tensors size KITTI train

    Hi,
    i was exploring the library when i tried to train on KITTI dataset with default configuration for RAFT and got an error that you can find in the log below about mismatching tensors size. I'm also attaching the python script i used to run the training. Is there something wrong in the dataloading step? Thanks!

    kitti.py.txt log.txt

    opened by Salvatore-tech 6
  • setup.py dependency error

    setup.py dependency error

    Good evening, i created a conda env thorugh conda env create -f environment.yml and then activated it. However when i try to python setup.py install/develop i get the following message:

    Installed /home/s/FlowNets/ezflow
    Processing dependencies for ezflow==0.2.3
    error: importlib-metadata 4.11.4 is installed but importlib-metadata<1,>=0.12; python_version < "3.8" is required by {'tox'}
    
    

    Can you please clarify what's wrong? Thanks in advance

    opened by Salvatore-tech 6
  • Added advanced spatial augmentations and other fixes

    Added advanced spatial augmentations and other fixes

    • advanced spatial augmentations implemented from VCN
    • added Normalization as a configurable dataset parameter
    • PWC-Net bug fix for MultiScale Loss and Correlation Computation
    • PWC-Net decouple PWC-Net modules
    • Distributed Training barrier synchronization
    • Kubric dataset support
    opened by prajnan93 1
  • Bump certifi from 2021.5.30 to 2022.12.7 in /docs

    Bump certifi from 2021.5.30 to 2022.12.7 in /docs

    Bumps certifi from 2021.5.30 to 2022.12.7.

    Commits

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    dependencies 
    opened by dependabot[bot] 1
  • Bump certifi from 2021.5.30 to 2022.12.7

    Bump certifi from 2021.5.30 to 2022.12.7

    Bumps certifi from 2021.5.30 to 2022.12.7.

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    dependencies 
    opened by dependabot[bot] 1
  • Bump protobuf from 3.17.3 to 3.18.3 in /docs

    Bump protobuf from 3.17.3 to 3.18.3 in /docs

    Bumps protobuf from 3.17.3 to 3.18.3.

    Release notes

    Sourced from protobuf's releases.

    Protocol Buffers v3.18.3

    C++

    Protocol Buffers v3.18.2

    Java

    • Improve performance characteristics of UnknownFieldSet parsing (#9371)

    Protocol Buffers v3.18.1

    Python

    • Update setup.py to reflect that we now require at least Python 3.5 (#8989)
    • Performance fix for DynamicMessage: force GetRaw() to be inlined (#9023)

    Ruby

    • Update ruby_generator.cc to allow proto2 imports in proto3 (#9003)

    Protocol Buffers v3.18.0

    C++

    • Fix warnings raised by clang 11 (#8664)
    • Make StringPiece constructible from std::string_view (#8707)
    • Add missing capability attributes for LLVM 12 (#8714)
    • Stop using std::iterator (deprecated in C++17). (#8741)
    • Move field_access_listener from libprotobuf-lite to libprotobuf (#8775)
    • Fix #7047 Safely handle setlocale (#8735)
    • Remove deprecated version of SetTotalBytesLimit() (#8794)
    • Support arena allocation of google::protobuf::AnyMetadata (#8758)
    • Fix undefined symbol error around SharedCtor() (#8827)
    • Fix default value of enum(int) in json_util with proto2 (#8835)
    • Better Smaller ByteSizeLong
    • Introduce event filters for inject_field_listener_events
    • Reduce memory usage of DescriptorPool
    • For lazy fields copy serialized form when allowed.
    • Re-introduce the InlinedStringField class
    • v2 access listener
    • Reduce padding in the proto's ExtensionRegistry map.
    • GetExtension performance optimizations
    • Make tracker a static variable rather than call static functions
    • Support extensions in field access listener
    • Annotate MergeFrom for field access listener
    • Fix incomplete types for field access listener
    • Add map_entry/new_map_entry to SpecificField in MessageDifferencer. They record the map items which are different in MessageDifferencer's reporter.
    • Reduce binary size due to fieldless proto messages
    • TextFormat: ParseInfoTree supports getting field end location in addition to start.
    • Fix repeated enum extension size in field listener
    • Enable Any Text Expansion for Descriptors::DebugString()
    • Switch from int{8,16,32,64} to int{8,16,32,64}_t

    ... (truncated)

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    dependencies 
    opened by dependabot[bot] 1
  • Bump protobuf from 3.17.3 to 3.18.3

    Bump protobuf from 3.17.3 to 3.18.3

    Bumps protobuf from 3.17.3 to 3.18.3.

    Release notes

    Sourced from protobuf's releases.

    Protocol Buffers v3.18.3

    C++

    Protocol Buffers v3.18.2

    Java

    • Improve performance characteristics of UnknownFieldSet parsing (#9371)

    Protocol Buffers v3.18.1

    Python

    • Update setup.py to reflect that we now require at least Python 3.5 (#8989)
    • Performance fix for DynamicMessage: force GetRaw() to be inlined (#9023)

    Ruby

    • Update ruby_generator.cc to allow proto2 imports in proto3 (#9003)

    Protocol Buffers v3.18.0

    C++

    • Fix warnings raised by clang 11 (#8664)
    • Make StringPiece constructible from std::string_view (#8707)
    • Add missing capability attributes for LLVM 12 (#8714)
    • Stop using std::iterator (deprecated in C++17). (#8741)
    • Move field_access_listener from libprotobuf-lite to libprotobuf (#8775)
    • Fix #7047 Safely handle setlocale (#8735)
    • Remove deprecated version of SetTotalBytesLimit() (#8794)
    • Support arena allocation of google::protobuf::AnyMetadata (#8758)
    • Fix undefined symbol error around SharedCtor() (#8827)
    • Fix default value of enum(int) in json_util with proto2 (#8835)
    • Better Smaller ByteSizeLong
    • Introduce event filters for inject_field_listener_events
    • Reduce memory usage of DescriptorPool
    • For lazy fields copy serialized form when allowed.
    • Re-introduce the InlinedStringField class
    • v2 access listener
    • Reduce padding in the proto's ExtensionRegistry map.
    • GetExtension performance optimizations
    • Make tracker a static variable rather than call static functions
    • Support extensions in field access listener
    • Annotate MergeFrom for field access listener
    • Fix incomplete types for field access listener
    • Add map_entry/new_map_entry to SpecificField in MessageDifferencer. They record the map items which are different in MessageDifferencer's reporter.
    • Reduce binary size due to fieldless proto messages
    • TextFormat: ParseInfoTree supports getting field end location in addition to start.
    • Fix repeated enum extension size in field listener
    • Enable Any Text Expansion for Descriptors::DebugString()
    • Switch from int{8,16,32,64} to int{8,16,32,64}_t

    ... (truncated)

    Commits

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    dependencies 
    opened by dependabot[bot] 1
  • Bump oauthlib from 3.1.1 to 3.2.1 in /docs

    Bump oauthlib from 3.1.1 to 3.2.1 in /docs

    Bumps oauthlib from 3.1.1 to 3.2.1.

    Release notes

    Sourced from oauthlib's releases.

    3.2.1

    In short

    OAuth2.0 Provider:

    • #803 : Metadata endpoint support of non-HTTPS
    • CVE-2022-36087

    OAuth1.0:

    • #818 : Allow IPv6 being parsed by signature

    General:

    • Improved and fixed documentation warnings.
    • Cosmetic changes based on isort

    What's Changed

    New Contributors

    Full Changelog: https://github.com/oauthlib/oauthlib/compare/v3.2.0...v3.2.1

    3.2.0

    Changelog

    OAuth2.0 Client:

    • #795: Add Device Authorization Flow for Web Application
    • #786: Add PKCE support for Client
    • #783: Fallback to none in case of wrong expires_at format.

    OAuth2.0 Provider:

    • #790: Add support for CORS to metadata endpoint.
    • #791: Add support for CORS to token endpoint.
    • #787: Remove comma after Bearer in WWW-Authenticate

    OAuth2.0 Provider - OIDC:

    • #755: Call save_token in Hybrid code flow
    • #751: OIDC add support of refreshing ID Tokens with refresh_id_token
    • #751: The RefreshTokenGrant modifiers now take the same arguments as the AuthorizationCodeGrant modifiers (token, token_handler, request).

    ... (truncated)

    Changelog

    Sourced from oauthlib's changelog.

    3.2.1 (2022-09-09)

    OAuth2.0 Provider:

    • #803: Metadata endpoint support of non-HTTPS
    • CVE-2022-36087

    OAuth1.0:

    • #818: Allow IPv6 being parsed by signature

    General:

    • Improved and fixed documentation warnings.
    • Cosmetic changes based on isort

    3.2.0 (2022-01-29)

    OAuth2.0 Client:

    • #795: Add Device Authorization Flow for Web Application
    • #786: Add PKCE support for Client
    • #783: Fallback to none in case of wrong expires_at format.

    OAuth2.0 Provider:

    • #790: Add support for CORS to metadata endpoint.
    • #791: Add support for CORS to token endpoint.
    • #787: Remove comma after Bearer in WWW-Authenticate

    OAuth2.0 Provider - OIDC:

    • #755: Call save_token in Hybrid code flow
    • #751: OIDC add support of refreshing ID Tokens with refresh_id_token
    • #751: The RefreshTokenGrant modifiers now take the same arguments as the AuthorizationCodeGrant modifiers (token, token_handler, request).

    General:

    • Added Python 3.9, 3.10, 3.11
    • Improve Travis & Coverage
    Commits
    • 88bb156 Updated date and authors
    • 1a45d97 Prepare 3.2.1 release
    • 0adbbe1 docs: fix typos
    • 6569ec3 docs: Fix a few typos
    • bdc486e Fixed isort imports
    • 7db45bd Fix typo in server.rst
    • b14ad85 chore: s/bode_code_verifier/body_code_verifier/g
    • b123283 Allow non-HTTPS issuer when OAUTHLIB_INSECURE_TRANSPORT. (#803)
    • 2f887b5 Docs: fix Sphinx warnings for better ReadTheDocs generation (#807)
    • d4bafd9 Merge pull request #797 from cclauss/patch-2
    • Additional commits viewable in compare view

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    dependencies 
    opened by dependabot[bot] 1
  • Bump cookiecutter from 1.7.3 to 2.1.1 in /docs

    Bump cookiecutter from 1.7.3 to 2.1.1 in /docs

    Bumps cookiecutter from 1.7.3 to 2.1.1.

    Release notes

    Sourced from cookiecutter's releases.

    2.1.1

    Documentation updates

    Bugfixes

    • Sanitize Mercurial branch information before checkout. (#1689) @​ericof

    This release is made by wonderful contributors:

    @​alkatar21, @​ericof and @​jensens

    2.1.0

    Preamble

    This release log lists all changes from 1.7.3 to this release. It includes the log of the 2.0.x releases, which were never published on PyPI. Because of that it might look a bit blurry.

    We release the current stable state of the project, knowing there are a bunch of open pull requests. Those will be reviewed by the core-committers and merged or dropped.

    Future releases will happen more frequently. Stay tuned.

    Fetch fresh from PyPI https://pypi.org/project/cookiecutter/2.1.0/

    Changes

    Breaking Changes

    Minor Changes

    ... (truncated)

    Changelog

    Sourced from cookiecutter's changelog.

    2.1.1 (2022-06-01)

    Documentation updates

    Bugfixes

    • Sanitize Mercurial branch information before checkout. (#1689) @​ericof

    This release is made by wonderfull contributors:

    @​alkatar21, @​ericof and @​jensens

    2.1.0 (2022-05-30)

    Changes

    CI/CD and QA changes

    Documentation updates

    Bugfixes

    This release was made possible by our wonderful contributors:

    @​doobrie, @​jensens, @​ericof, @​luzfcb

    2.0.2 (2021-12-27)

    Remark: This release never made it to official PyPI

    ... (truncated)

    Commits
    • f9376a9 Prepare release 2.1.1
    • fdffddb Merge pull request #1689 from cookiecutter/sanitize-mercurial-checkout
    • 85a7884 Lint fixes
    • e26c465 Sanitize Mercurial branch information before checkout.
    • 94036d0 Merge pull request #1687 from cookiecutter/bump-version-back-to-dev
    • 70b2ee2 Merge pull request #1686 from alkatar21/patch-1
    • 8b33e96 Bump version to 2.1.1.dev0
    • 58d716f [Docs] Fix local extensions documentation
    • f601b71 Merge pull request #1684 from cookiecutter/bump-release-2.1.0
    • 96c6826 bump version and edit historie
    • Additional commits viewable in compare view

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    dependencies 
    opened by dependabot[bot] 1
  • Bump ujson from 1.35 to 5.2.0

    Bump ujson from 1.35 to 5.2.0

    Bumps ujson from 1.35 to 5.2.0.

    Release notes

    Sourced from ujson's releases.

    5.2.0

    Added

    Fixed

    5.1.0

    Changed

    5.0.0

    Added

    Removed

    Fixed

    4.3.0

    Added

    4.2.0

    Added

    Changed

    ... (truncated)

    Commits
    • f6860f1 Remove shebang
    • c0ff7b1 python -m pytest
    • 362fed3 Clearer pytest command
    • 82917c0 actions/[email protected]
    • 3c095f1 Widen tests to cover more possible buffer overflows
    • f4d2c87 Refactor buffer reservations to ensure sufficient space on all additions
    • 1846e08 Add fuzz test to CI/CD.
    • 5875168 Fix some more seg-faults on encoding.
    • 1a39406 Remove the hidden JSON_NO_EXTRA_WHITESPACE compile knob.
    • 20aa1a6 Add a fuzzing test to search for segfaults in encoding.
    • Additional commits viewable in compare view

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    dependencies 
    opened by dependabot[bot] 1
  • Bug in operations.py when image size is equal to crop size

    Bug in operations.py when image size is equal to crop size

    y0 = max(0, np.random.randint(0, img1.shape[0] - crop_size[0]))
    File "mtrand.pyx", line 747, in numpy.random.mtrand.RandomState.randint
    File "_bounded_integers.pyx", line 1254, in numpy.random._bounded_integers._rand_int64
    ValueError: low >= high
    
    opened by prajnan93 1
  • Automatically bump package version on release

    Automatically bump package version on release

    Extend the CD workflow such that the version string variables for the package are automatically updated every time a release is created on GitHub. It should extract the version number from the release tag.

    opened by NeelayS 0
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Implementation of Kalman Filter in Python

Kalman Filter in Python This is a basic example of how Kalman filter works in Python. I do plan on refactoring and expanding this repo in the future.

Enoch Kan 35 Sep 11, 2022
Very deep VAEs in JAX/Flax

Very Deep VAEs in JAX/Flax Implementation of the experiments in the paper Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on I

Jamie Townsend 42 Dec 12, 2022
The King is Naked: on the Notion of Robustness for Natural Language Processing

the-king-is-naked: on the notion of robustness for natural language processing AAAI2022 DISCLAIMER:This repo will be updated soon with instructions on

Iperboreo_ 1 Nov 24, 2022
The deployment framework aims to provide a simple, lightweight, fast integrated, pipelined deployment framework that ensures reliability, high concurrency and scalability of services.

savior是一个能够进行快速集成算法模块并支持高性能部署的轻量开发框架。能够帮助将团队进行快速想法验证(PoC),避免重复的去github上找模型然后复现模型;能够帮助团队将功能进行流程拆解,很方便的提高分布式执行效率;能够有效减少代码冗余,减少不必要负担。

Tao Luo 125 Dec 22, 2022
Artificial Intelligence search algorithm base on Pacman

Pacman Search Artificial Intelligence search algorithm base on Pacman Source The Pacman Projects by the University of California, Berkeley. Layouts Di

Day Fundora 6 Nov 17, 2022
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021, official Pytorch implementatio

Microsoft 247 Dec 25, 2022
Official re-implementation of the Calibrated Adversarial Refinement model described in the paper Calibrated Adversarial Refinement for Stochastic Semantic Segmentation

Official re-implementation of the Calibrated Adversarial Refinement model described in the paper Calibrated Adversarial Refinement for Stochastic Semantic Segmentation

Elias Kassapis 31 Nov 22, 2022
Official repository for "Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems"

Action-Based Conversations Dataset (ABCD) This respository contains the code and data for ABCD (Chen et al., 2021) Introduction Whereas existing goal-

ASAPP Research 49 Oct 09, 2022
[ICLR 2022] Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics

CPDeform Code and data for paper Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics at ICLR 2022 (Spotlight). @InProceed

(Lester) Sizhe Li 29 Nov 29, 2022
Official code for "EagerMOT: 3D Multi-Object Tracking via Sensor Fusion" [ICRA 2021]

EagerMOT: 3D Multi-Object Tracking via Sensor Fusion Read our ICRA 2021 paper here. Check out the 3 minute video for the quick intro or the full prese

Aleksandr Kim 276 Dec 30, 2022
[NeurIPS 2021] Garment4D: Garment Reconstruction from Point Cloud Sequences

Garment4D [PDF] | [OpenReview] | [Project Page] Overview This is the codebase for our NeurIPS 2021 paper Garment4D: Garment Reconstruction from Point

Fangzhou Hong 112 Dec 23, 2022
[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

OpenCOOD OpenCOOD is an Open COOperative Detection framework for autonomous driving. It is also the official implementation of the ICRA 2022 paper OPV

Runsheng Xu 322 Dec 23, 2022
The description of FMFCC-A (audio track of FMFCC) dataset and Challenge resluts.

FMFCC-A This project is the description of FMFCC-A (audio track of FMFCC) dataset and Challenge resluts. The FMFCC-A dataset is shared through BaiduCl

18 Dec 24, 2022
Python library for tracking human heads with FLAME (a 3D morphable head model)

Video Head Tracker 3D tracking library for human heads based on FLAME (a 3D morphable head model). The tracking algorithm is inspired by face2face. It

61 Dec 25, 2022
Official PyTorch implementation of UACANet: Uncertainty Aware Context Attention for Polyp Segmentation

UACANet: Uncertainty Aware Context Attention for Polyp Segmentation Official pytorch implementation of UACANet: Uncertainty Aware Context Attention fo

Taehun Kim 85 Dec 14, 2022