Kentaro Yoshioka

vision-transformers-cifar10. Let's train vision transformers (ViT) for cifar 10 / cifar 100!

frcnn-from-scratch-with-keras. :collision:Faster R-CNN from scratch written with Keras

apple-lidar-stream. Stream Apple LiDAR (iPad/iPhone) data with open3d

Kaggle-PANDA-1st-place-solution. 1st place solution for the Kaggle PANDA Challenge

efficientdet.pytorch. :neckbeard:Unofficial implementation of EfficientDet

benchmark-FP32-FP16-INT8-with-TensorRT. Benchmark inference speed of CNNs with various quantization methods in Pytorch+TensorRT with Jetson Nano/Xavier

timm_speed_benchmark. Benchmark Benchmark Benchmark!

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

BlazeFace_Person.pytorch. Unofficial Pytorch implementation of :fire:BlazeFace:fire:

Deep-Compression.Pytorch. Unofficial Pytorch implementation of Deep Compression in CIFAR10

DatasetCulling. :scissors: Dataset Culling: Faster training of domain specific models with distillation :scissors: (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.

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!

youtube-stream-downloader. Download Youtube, Twitch, whatever videos with a Python script.

keras-Opcounter. calculate number of OPS (computation) in a Keras model!

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)

SSD.objectdetection.pytorch. Library for training and testing object detection for Pytorch (ssd, retinanet)

ESC-50.pytorch. audio classification by pytorch.

centernet-from-scratch.pytorch. A simplifed and unofficial implementation of centernet

quantize_models_sandbox. quantize models like vit and mlp-mixer

training-domain-specific-models. Framework for training efficient domain specific object detection models in Pytorch

ADC-Quantization.python. Simulate ADC quantization with python/numpy.

Neural-Networks-on-Silicon_fork. This is a collection of works on neural networks and neural accelerators.

arxiv-scraping. let's scrape arxiv papers by python

kaggle-wheat-arutema47. Global Wheat Detection Codes. Private 80th silver.

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

deep_sort_pytorch_faster_rcnn. MOT tracking using deepsort and faster-rcnn

keras_resnet_sparsity. calculate sparsity of resnet w/keras

textsnake_pytorch. Unofficial implementation of textsnake. Mostly to practice code reading.

benchmark-mygpu-pytorch. benchmark my gpu, personal note

compare-efficientnet-and-resnet. Compare performance of efficientnet against resnet in pytorch

cifar10-challange-with-wandb. Python

elec-circuit-docs. https://iskrlab.github.io/elec-circuit-docs/

depthanything2pointcloud. visualize the depth anything results as pointclouds (open3d)

quantize-huggingface. Quantize Huggingface transformers like BERT :hugs:

CNN-blocking. Tool for optimize CNN blocking

yolov3. YOLOv3 in PyTorch > ONNX > CoreML > iOS

labelme-voc-format. Labelme modified to output voc-like datasets

pytorch-lightning-tryouts. try out pytorch lightning with CIFAR 10!

line-notify-bot-with-apscheduler. Python