Methods › Computer Vision › Convolutional Neural Networks › Inception-v4

Inception-v4

13 papers tagged archive 2025-07-28

Introduced by Christian Szegedy et al. in Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Inception-v4 is a convolutional neural network architecture that builds on previous iterations of the Inception family by simplifying the architecture and using more inception modules than Inception-v3.

PaperSourceSee Code · kentsommer/keras-inceptionV4

Papers archive 2025-07-28

13 shown of 13, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

Tasks archive 2025-07-28

20 shown of 29 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

TaskPapers
General Classification5
Classification3
Image Classification3
Image Segmentation2
Lesion Segmentation2
Meta-Learning2
Segmentation2
Semantic Segmentation2
Classifier calibration1
Data Augmentation1
Fine-Grained Image Classification1
Fine-Grained Image Recognition1
GPU1
Image Super-Resolution1
Inductive Bias1
Lesion Classification1
Medical Image Classification1
Medical Image Segmentation1
Object1
Object Recognition1

Usage over time archive 2025-07-28

Papers per year tagged with Inception-v4: 2016 to 2025, peak 3 3 0 2016: 1 paper 2016 2017: 2 papers 2017 2018: 2 papers 2018 2019: 0 papers 2019 2020: 3 papers 2020 2021: 1 paper 2021 2022: 2 papers 2022 2023: 0 papers 2023 2024: 1 paper 2024 2025: 1 paper 2025
Papers per year the archive tags with this method, by the paper's archive date (13 dated). Bars are counts, not a trend claim.

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Convolutional Neural Networks

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