Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

TensorFlow Lite models, samples, tutorials, tools and learning resources.

Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.

Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.

🛠 Converting Mask R-CNN Keras model to Tensorflow model and Serving model

Simple stochastic weight averaging callback for Keras

基于tf.keras的多标签多分类模型

YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.

Pruning and other network surgery for trained TF.Keras models.

Caster IO courses

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

A simplified implementation of RetinaNet from https://arxiv.org/pdf/1708.02002.pdf using TF2.0

Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"

Implementation of the VNect with tf.keras

A generalized autoencoder for volumetric shape generation

人脸检测bbox+landmark，使用 tensorflow.keras 训练MTCNN

Large-scale Data Analysis supplementary material.

A friendly python package for Keras Hyperparameters Tuning based only on NumPy.

Tensorflow OctConv Implementation

With the help of OpenCV and Deep Learning CNN algorithm performing some action with hand gesture though webcam like I'm playing chrome browser famous game dinosaur jump. And for CNN model I have collected my own Dataset by capturing 350+ images.

tensorflow.keras implementation of gradcam and gradcam++

tf-keras-implemented YOLOv3

Tensorflow Algorithm and Layer Implementations.

tf-keras-implemented YOLOv2

Text emotion classification using keras(Tensorflow)

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet.

Neural Style Transfer using Colab TPUs by TensorFlow/Keras.

Fully supervised, healthy/malignant prostate detection in multi-parametric MRI (T2W, DWI, ADC), using a modified 2D RetinaNet model for medical object detection, built upon a shallow SEResNet backbone.