Deeplite Inc

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https://www.deeplite.ai/

Deepliteai

deeplite

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AI & ML interests

TinyML, Model compression, ultra-low bit quantization, hardware-aware NAS

Recent Activity

ravish007 updated a Space 7 months ago

deepliteai/yolobench

sudhakar-sah authored a paper about 1 year ago

YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems

sudhakar-sah authored a paper about 1 year ago

Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime

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deepliteai's activity

ravish007

updated a Space 7 months ago

Running on CPU Upgrade

YOLOBench

sudhakar-sah

authored 4 papers about 1 year ago

YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems

Paper • 2307.13901 • Published Jul 26, 2023 • 1

Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime

Paper • 2207.08820 • Published Jul 18, 2022

Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity

Paper • 2309.06626 • Published Sep 12, 2023

QReg: On Regularization Effects of Quantization

Paper • 2206.12372 • Published Jun 24, 2022

saboori

authored a paper about 1 year ago

DeepliteRT: Computer Vision at the Edge

Paper • 2309.10878 • Published Sep 19, 2023 • 1

nickr444

updated a Space about 1 year ago

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