1. Keras U-Net

   Oct 4, 2018

   One of the many repos:

   https://github.com/petrosgk/Kaggle-Carvana-Image-Masking-Challenge/

   #machinelearning

2. Image Segmentation Quick Overview

   Oct 1, 2018

   https://medium.com/@hanrelan/a-non-experts-guide-to-image-segmentation-using-deep-neural-nets-dda5022f6282

   #machinelearning #images

3. Tensorflow Prebuilt Binaries

   Sep 25, 2018

   https://github.com/lakshayg/tensorflow-build

   #machinelearning

4. Precision, Recall, F1

   Aug 20, 2018

   https://towardsdatascience.com/beyond-accuracy-precision-and-recall-3da06bea9f6c

   #machinelearning

5. IOU, mAP, Precision, Recall

   Jul 30, 2018

   http://tarangshah.com/blog/2018-01-27/what-is-map-understanding-the-statistic-of-choice-for-comparing-object-detection-models/

   #machinelearning

6. Deep Learning Frameworks

   Jun 12, 2018

   TensorFlow (Google), PyTorch (Facebook), Keras (Open)

   TensorFlow is one of the most popular deep learning Frameworks. Built by Google. Low level, so full control over the neural network, training, parameters, computations. Great if you’re an ML researcher building novel models.

   Keras is a higher level API that uses lower …

   READ MORE »

   #machinelearning

7. Deeplearning.ai Videos are also on YouTube

   Jun 12, 2018

   https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w/playlists

   #machinelearning

8. Build Neural Network from Scratch in Python

   May 22, 2018

   ​https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6

   #machinelearning

9. Figure Eight Datasets

   May 17, 2018

   Medical Images, Bounding Boxes, Handwriting Recognition, San Francisco Parking Sign Detection, and more.

   https://www.figure-eight.com/datasets/

   #machinelearning

Page 1 / 4 »