Deep learning topic

Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

List Deep learning repositories

XMem

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[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

ivy

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5.8k
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66
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The Unified AI Framework

CascadePSP

800
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94
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[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Mask-Propagation

124
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22
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[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

MiVOS

452
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67
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[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

gym

57
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9
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Fully differentiable RL environments, written in Ivy.

mech

6
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2
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Mechanics functions with end-to-end support for deep learning developers, written in Ivy.

robot

51
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11
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Functions and classes for gradient-based robot motion planning, written in Ivy.

vision

70
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18
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3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

AL-MDN

162
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19
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Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)