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tensorflow-keras
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Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
machine-learning
deep-learning
keras
vgg
dcgan
autoencoder
densenet
resnet
keras-tutorials
squeezenet
inception
resnext
automl
mobilenet
siamese-network
shufflenet
senet
xception
tensorflow-keras
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Jun 25, 2020 - Jupyter Notebook
A curated list of awesome TensorFlow Lite models, samples, tutorials, tools and learning resources.
android
ios
mobile
computer-vision
deep-learning
model-zoo
tensorflow
inference
sample-app
awesome-list
keras-tutorials
flutter
tensorflow-models
mlkit
tensorflow-lite
tflite
tfhub
tensorflow-keras
mediapipe
tflite-models
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Jun 12, 2020
Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
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Jun 29, 2019 - Python
Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.
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Feb 16, 2020 - Jupyter Notebook
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Jan 22, 2020 - Python
Simple stochastic weight averaging callback for Keras
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Mar 3, 2020 - Python
基于tf.keras的多标签多分类模型
tensorflow
python3
multi-label-classification
mixnet
resnext
ghm
resnet-18
focal-loss
resnet-v2
tensorflow-keras
radam
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Dec 30, 2019 - Python
Caster IO courses
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Dec 29, 2019 - Jupyter Notebook
nateGeorge
commented
Oct 24, 2019
I think your install instructions are incorrect. You say pip install kerassurgeon but it should be pip install tfkerassurgeon. Also, the examples show import kerassurgeon instead of import tfkerassurgeon. The colab example seems to have it correct.
YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.
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May 2, 2020 - Python
A simplified implementation of RetinaNet from https://arxiv.org/pdf/1708.02002.pdf using TF2.0
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Jan 8, 2020 - Jupyter Notebook
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.
deep-learning
ensemble-learning
densenet
convolutional-neural-networks
binary-classification
inception-v3
senet
multi-scale
seresnext
cyclic-learning-rate
skin-lesion-classification
shades-of-gray
tensorflow-keras
color-constancy
efficientnet
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May 29, 2020 - Jupyter Notebook
Large-scale Data Analysis supplementary material.
python
ssh
machine-learning
computer-vision
jupyter
tensorflow
numpy
keras
tutorials
mnist
neural-networks
classification
matplotlib
convolutional-neural-networks
midway
tensorflow-keras
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Dec 8, 2019 - Shell
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
python
extension
deep-neural-networks
deep-learning
toolkit
tensorflow
python-library
keras
cnn
python3
toolbox
python36
keras-tensorflow
auto-encoder
tensorflow-keras
adabound
swats
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Feb 11, 2020 - Python
A generalized autoencoder for volumetric shape generation
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Jun 21, 2020 - Python
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.
opencv
machine-learning
deep-learning
tensorflow
cnn
artificial-intelligence
webcam-capture
handgesture-recognition
tensorflow-keras
handgesture-interaction
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Mar 22, 2020 - Jupyter Notebook
tf-keras-implemented YOLOv2
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Feb 7, 2020 - Python
Text emotion classification using keras(Tensorflow)
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Jan 22, 2020 - Python
tensorflow.keras implementation of gradcam and gradcam++
deep-learning
neural-network
tensorflow
keras
neural-networks
deeplearning
gradcam
gradcam-plus-plus
tensorflow2
tensorflow-keras
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May 24, 2020 - Python
tf-keras-implemented YOLOv3
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Updated
Jan 8, 2020 - Python
A Sweet Automatic Speech Recognition like Tiramisu Cake using Tensorflow 2
speech-recognition
automatic-speech-recognition
speech-to-text
speech-enhancement
deepspeech2
segan
tensorflow2
tensorflow-keras
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Jun 26, 2020 - Python
Neural Style Transfer using Colab TPUs by TensorFlow/Keras.
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Apr 18, 2019 - Python
generate arbitrary handwritten letter/digits based on the inputs
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Aug 30, 2019 - Jupyter Notebook
Implementation of https://arxiv.org/pdf/1409.1556.pdf
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Apr 8, 2019 - Python
Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"
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May 4, 2020 - Jupyter Notebook
Object detection in scientific images, confronting data scarcity and general principles with boundary-aware augmentation.
machine-learning
computer-vision
annotation
tensorflow
keras
object-detection
unet
data-augmentation
active-learning
augmentation
unet-keras
tensorflow-keras
scientific-images
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Oct 19, 2019 - Python
Sentence classifier model implementations
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Feb 12, 2020 - Jupyter Notebook
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In file binary segmentation (camvid).ipynb, block 5, there is:
here, sky_mask