tpu-acceleration

There are 2 repositories under tpu-acceleration topic.

salesforce / CodeGen
CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.
programsynthesis generativemodel codex languagemodel llm tpu-acceleration
Language:Python 4798
magic-blue-smoke / Dual-Edge-TPU-Adapter
Dual Edge TPU Adapter to use it on a system with single PCIe port on m.2 A/B/E/M slot
coral-tpu edge-ai tpu-acceleration tpu-benchmarks tpu pcie-card pcie-interface m2-module m2 coral edge-tpu tensorflow-lite edgetpu home-assistant
249
ucl-bug / jwave
A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs
jax simulation acoustics differentiable-simulations physics-informed-neural-networks scientific-machine-learning gpu-acceleration kwave ultrasound wave-equation gpu tpu-acceleration
Language:Python 125
cameronshinn / tiny-tpu
Small-scale Tensor Processing Unit built on an FPGA
tpu tpu-acceleration fpga fpga-accelerator neural-network convolutional-neural-networks
Language:Verilog 108
f0cal / google-coral
Community gathering point for Google Coral dev board and dongle knowledge.
edge-computing google-coral tensorflow-lite tpu-acceleration wtf-is-mendel-linux
107
embedeep / FREE-TPU-V3plus-for-FPGA
FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference
accelerator ai npu npu-compiler tpu tpu-acceleration transformer ai-processor zynq transformer-accelerator ai-compiler caffe fpga lstm pytorch
Language:V 75
dab
vietai / dab
Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
translation-models vietnamese google-colab data-augmentation transformer language tensor2tensor machine-learning deep-learning deep-neural-networks attention-is-all-you-need back-translation tpu-acceleration google-cloud french-translation english-translation paraphrase-generation nlp-machine-learning
Language:Jupyter Notebook 64
sayakpaul / Sharpness-Aware-Minimization-TensorFlow
Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.
generalization computer-vision deep-neural-networks loss-landscape tpu-acceleration tensorflow
Language:Jupyter Notebook 60
goruck / edge-tpu-servers
Object and face recognition using Google's edge TPU
dlib opencv tensorflow tpu-acceleration
Language:Python 42
cocoa-xu / tflite_beam
TensorFlow Lite Erlang bindings with optional EdgeTPU support.
tensorflow-lite tpu-acceleration erlang erlang-library erlang-nif
Language:C++ 35
eclipse-iofog / iofog.org
Website for Eclipse ioFog, a distributed Edge Compute Network (ECN) platform
iofog yaml eclipse-iot eclipse-edge edge-computing edge kubernetes edge-native tpu tpu-acceleration neural-compute-stick neural-compute-stick-2 myriad vpu gpu-acceleration jetson-tx2 jetson-nano jetsontx2 jetson-agx-xavier edge-compute-network
Language:JavaScript 31
Tqualizer / Directional-object-tracking-with-TFLite-and-Edge-TPU
Track how multiple objects of type(s) you specify are moving through the field of vision.
computer-vision tensorflow tflite tpu-acceleration object-detection object-tracking
Language:Python 21
sascha-kirch / ML_Notebooks
Collection of machine learning related notebooks to share.
colab-notebook deep-learning distributed-computing generative-adversarial-network gpu-acceleration machine-learning python tensorflow tpu-acceleration
Language:Jupyter Notebook 17
salvaba94 / G2Net
Find gravitational wave signals from binary black hole collisions.
tensorflow deep-learning keras machine-learning g2net black-holes tukey-window bandpass-filter bandpass-filters spectrograms cqt-spectrogram kaggle-competition spectral-mask gpu-acceleration tpu-acceleration time-series gravitational-waves
Language:Python 14
affjljoo3581 / polyglot-jax-inference
TPU에서 한국어용 LLM 추론을 위한 Jax/Flax 구현체입니다.
flax gpt-neox jax korean-nlp llm polyglot tpu tpu-acceleration transformers
Language:Python 13
dimitreOliveira / melanoma-classification
:3rd_place_medal: (Bronze medal - 241st place - Top 8%) Repository for the "SIIM-ISIC Melanoma Classification" Kaggle competition.
kaggle kaggle-competition deep-learning machine-learning computer-vision melanoma-detection transfer-learning tensorflow tpu tpu-acceleration
Language:Jupyter Notebook 13
magic-blue-smoke / CM4-Coral-m.2-TPU
m.2 B+M Coral TPU card for Raspberry Pi CM4
computemodule coral coral-tpu edge-ai edge-tpu edgetpu home-assistant m2 pcie-interface raspberry-pi raspberrypi tensorflow-lite tpu-acceleration
10
robodhhb / SmartPiCam
Real time object detection with Raspberry Pi, Google Edge TPU and Python
artificial-intelligence neural-network object-detection python3 raspberry-pi tensorflow-lite tpu-acceleration
Language:Python 10
TeamSemiSuperCV / semi-super
Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset
computer-vision deep-learning semi-supervised-learning knowledge-distillation active-learning googlecloudplatform tpu-acceleration self-supervised-learning tensorflow2
Language:Jupyter Notebook 10
ZackAkil / edge-TPU-safe-bike
An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.
tpu-acceleration tpu ml raspberry-pi raspberry-pi-camera tensorflow tflite
Language:Python 8
rishabhindoria / GPU-to-TPU
Switching from GPU to the future of Machine learning the TPU. Over 1 million images trained Resnet50 in under 20 mins compared to days or weeks on GPU and all for 0$ free on Google Colab Notebooks in Google Drive, clone repo and jump right in!!
tpu resnet gpu-tensorflow tensorflow-experiments colab-notebook jupyter-notebook tpu-benchmarks tpu-acceleration keras-tensorflow keras-gpu google-cloud deep-learning next-generation-machine-learning fine-tuning-cnns tensorflow tensorflow-examples tensorboard tensorflow-tutorials tensorflow-models tensorflow-gpu
Language:Jupyter Notebook 7
MIDI-TXT-MIDI
asigalov61 / MIDI-TXT-MIDI
A much-needed implementation of a bi-directional MIDI processor for symbolic music generation with NLP based Music AI architectures.
music-ai-architectures nlp music-ai midi-parser parser processor transformers music-generation wrapper tpu tpu-acceleration colab-notebook awesome
Language:Jupyter Notebook 6
aaryapatel007 / Histopathological-Cancer-Detection
Created an algorithm to identify metastatic cancer in small image patches taken from larger digital pathology scans. The data used for this competition is a slightly modified version of the PatchCamelyon (PCam) benchmark dataset.
deep-learning histopathological-images medical-image-analysis convolutional-neural-networks tpu-acceleration pcam
Language:Python 4
balena-io-experimental / egde-tpu-web-streamer
Webstreaming classification with Google edge TPU on the picamera and balenaFin
balena balena-io balenafin raspberrypi raspberry-pi picamera python tpu tpu-acceleration machine-learning iot docker coral classification
Language:Python 4
aahouzi / FaceFocus
Generates high resolution face images from low resolution ones using SRGANs.
super-resolution visualization image-processing computer-vision gan generative-adversarial-network google-cloud-platform colab-notebook tpu-acceleration
Language:Jupyter Notebook 3
deterministic-algorithms-lab / PyTorch-Waveglow-TPU
WaveGLow -- A Flow-based Generative Network for Speech Synthesis . PyTorch Code modified to run on TPUs .
waveglow pytorch-implementation tpu-acceleration tpu
Language:Python 3
thiyagutenysen / Medical-Image-course
Implementation of famous Optic disc and cup segmentation research papers in python.
optic-disc optic-cup optic-cup-disc-segmentation segmentation tpu tpu-acceleration computer-vision paper medical-imaging ipynb cup-segmentation-methods glaucoma-detection ed6001
Language:Jupyter Notebook 3
alex0dd / SQuAD-QA
Question answering on SQuAD 1.1 dataset by finetuning BERT models. Training is supported both on GPU and on Colab TPU.
bert bert-model colab-notebook deep-learning huggingface huggingface-transformers nlp nlp-machine-learning nlp-question-answering nlp-squad question-answering tpu tpu-acceleration
Language:Jupyter Notebook 2
CoGian / toxicity-detection-in-text
This work focuses on the development of machine learning models, in particular neural networks and SVM, where they can detect toxicity in comments. The topics we will be dealing with: a) Cost-sensitive learning, b) Class imbalance
cost-sensitive-learning hate-speech imbalance neural-networks roberta-model toxicity-detection tpu tpu-acceleration transformer
Language:Python 2
copev313 / Deep-Learning-Introduction
A collection of deep learning exercises collected while completing an Intro to Deep Learning course. We use TensorFlow and Keras to build and train neural networks for structured data.
python jupyter-notebook deep-learning neural-networks tensorflow keras linear linear-unit tpu-acceleration batch-normalization dropout-layers gradient-descent binary-classification higgs-boson
Language:Jupyter Notebook 2
krai / axs2gcp
Automated KRAI X workflows for Google Cloud Platform
google-benchmark google-cloud google-cloud-platform gptj mlperf-inference tpu tpu-acceleration tpu-benchmarks tpu-optimization tpu-vm
Language:Python 2
robodhhb / RoboPiCam
A Raspberry Pi with PiCam and object detection accelerated by Edge TPU commands a Lego Mindstorms EV3 robot.
object-detection raspberry-pi lego-mindstorms-ev3 neural-network tpu-acceleration python3 tensorflow-lite artificial-intelligence
Language:Python 2
sascha-kirch / VoloGAN
Official code for the paper "VoloGAN: Adversarial Domain Adaptation for Synthetic Depth Data"
deep-learning domain-adaptation generative-adversarial-network machine-learning tensorflow tpu-acceleration
Language:Jupyter Notebook 2
semi-super
sbhimire / semi-super
Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset
computer-vision self-supervised-learning semi-supervised-learning knowledge-distillation active-learning deep-learning tensorflow2 googlecloud tpu-acceleration
Language:Jupyter Notebook 1
sudip-padhye / Melanoma-Classification-using-InceptionResNet
Identify melanoma in lesion images using CNN
cnn transfer-learning tpu-acceleration oversampling tensorflow2 tfrecords-files
Language:Jupyter Notebook 1
yurayli / shopee-product-categorization
Shopee Code League 2020 image competition 7th place solution
e-commerce shopee computer-vision efficientnet noisy-labels tpu-acceleration tensorflow
Language:Jupyter Notebook 1

tpu-acceleration

salesforce / CodeGen

magic-blue-smoke / Dual-Edge-TPU-Adapter

ucl-bug / jwave

cameronshinn / tiny-tpu

f0cal / google-coral

embedeep / FREE-TPU-V3plus-for-FPGA

vietai / dab

sayakpaul / Sharpness-Aware-Minimization-TensorFlow

goruck / edge-tpu-servers

cocoa-xu / tflite_beam

eclipse-iofog / iofog.org

Tqualizer / Directional-object-tracking-with-TFLite-and-Edge-TPU

sascha-kirch / ML_Notebooks

salvaba94 / G2Net

affjljoo3581 / polyglot-jax-inference

dimitreOliveira / melanoma-classification

magic-blue-smoke / CM4-Coral-m.2-TPU

robodhhb / SmartPiCam

TeamSemiSuperCV / semi-super

ZackAkil / edge-TPU-safe-bike

rishabhindoria / GPU-to-TPU

asigalov61 / MIDI-TXT-MIDI

aaryapatel007 / Histopathological-Cancer-Detection

balena-io-experimental / egde-tpu-web-streamer

aahouzi / FaceFocus

deterministic-algorithms-lab / PyTorch-Waveglow-TPU

thiyagutenysen / Medical-Image-course

alex0dd / SQuAD-QA

CoGian / toxicity-detection-in-text

copev313 / Deep-Learning-Introduction

krai / axs2gcp

robodhhb / RoboPiCam

sascha-kirch / VoloGAN

sbhimire / semi-super

sudip-padhye / Melanoma-Classification-using-InceptionResNet

yurayli / shopee-product-categorization