kentaroy47/training-domain-specific-models

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Created about 6 years ago
Updated about 5 years ago

kentaroy47/training-domain-specific-models

kentaroy47

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Framework for training efficient domain specific object detection models in Pytorch

vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

Kaggle-PANDA-1st-place-solution

1st place solution for the Kaggle PANDA Challenge

Jupyter Notebook

apple-lidar-stream

Stream Apple LiDAR (iPad/iPhone) data with open3d

efficientdet.pytorch

:neckbeard:Unofficial implementation of EfficientDet

Jupyter Notebook

benchmark-FP32-FP16-INT8-with-TensorRT

Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier

Jupyter Notebook

timm_speed_benchmark

Benchmark Benchmark Benchmark!

Jupyter Notebook

BlazeFace_Person.pytorch

Unofficial Pytorch implementation of 🔥BlazeFace🔥

Jupyter Notebook

ODA-Object-Detection-ttA

ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.

Jupyter Notebook

Deep-Compression.Pytorch

Unofficial Pytorch implementation of Deep Compression in CIFAR10

DatasetCulling

✂️ Dataset Culling: Faster training of domain specific models with distillation ✂️ (IEEE ICIP 2019)

pytorch-mgpu-cifar10

testing multi gpu for pytorch

MetricLearning-mnist-pytorch

Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.

Jupyter Notebook

faster-rcnn.pytorch_resnet50

Pytorch Pretrained Resnet18, 34, 50 backbone of faster-rcnn

pytorch-onnx-tensorrt-CIFAR10

Train cifar10 networks and inference with tensorrt.

pytorch-cifar10-fp16

Let's train CIFAR 10 Pytorch with Half-Precision!

keras-Opcounter

calculate number of OPS (computation) in a Keras model!

youtube-stream-downloader

Download Youtube, Twitch, whatever videos with a Python script.

easy-anomaly-detection-with-keras

Lets do anomaly detection with keras!

AnomalyDetection.pytorch

Startup some anomaly detection with pytorch!

kaggle-nflimpact-13thplace

Solution of team tara: Public 7th, Private 13th (The renewed pipeline scores 8th place)

Jupyter Notebook

SSD.objectdetection.pytorch

Library for training and testing object detection for Pytorch (ssd, retinanet)

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ESC-50.pytorch

audio classification by pytorch.

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centernet-from-scratch.pytorch

A simplifed and unofficial implementation of centernet

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quantize_models_sandbox

quantize models like vit and mlp-mixer

Jupyter Notebook

arxiv-scraping

let's scrape arxiv papers by python

kaggle-wheat-arutema47

Global Wheat Detection Codes. Private 80th silver.

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keras_resnet_sparsity

calculate sparsity of resnet w/keras

compare-efficientnet-and-resnet

Compare performance of efficientnet against resnet in pytorch

Jupyter Notebook

computation-calculator.pytorch

Calculate the number of computation (MACs) you need for a given CNN.

benchmark-mygpu-pytorch

benchmark my gpu, personal note

Jupyter Notebook

textsnake_pytorch

Unofficial implementation of textsnake. Mostly to practice code reading.

Jupyter Notebook

cifar10-challange-with-wandb

my-phD-thesis

PhD thesis @Keio University 2019

line-notify-bot-with-apscheduler

over-the-counter-faster-rcnn.pytorch

a easy to use faster-rcnn in pytorch

deepsort.keras

DeepSort implemented in Keras.

Point-Cloud-Neural-Networks

Study works using point cloud+neural networks

pytorch-lightning-tryouts

try out pytorch lightning with CIFAR 10!

choka-analysis

釣りビジョンの釣果をスクレイピング→可視化

quantize-huggingface

Quantize Huggingface transformers like BERT 🤗

Jupyter Notebook