Deep learning topic

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

List Deep learning repositories

XMem

872
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82
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14
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[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

ivy

11.7k
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4.5k
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66
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Unified AI

CascadePSP

654
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81
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[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Mask-Propagation

104
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17
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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

362
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57
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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

44
Stars
5
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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

38
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7
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Functions and classes for gradient-based robot motion planning, written in Ivy.

vision

60
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10
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3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

AL-MDN

128
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20
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Official pytorch implementation of Active Learning for deep object detection via probabilistic modeling (ICCV 2021)