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ema-rachmawati's Projects

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deepface icon deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

efficient-segmentation-networks icon efficient-segmentation-networks

Lightweight models for real-time semantic segmentationon PyTorch (include SQNet, LinkNet, SegNet, UNet, ENet, ERFNet, EDANet, ESPNet, ESPNetv2, LEDNet, ESNet, FSSNet, CGNet, DABNet, Fast-SCNN, ContextNet, FPENet, etc.)

efficientdet icon efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

finetune-detr icon finetune-detr

Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.

models icon models

Models and examples built with TensorFlow

optic-nerve-cnn icon optic-nerve-cnn

Code repository for a paper "Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network"

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-vit icon pytorch-vit

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

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