reshamas / Fastai_deeplearn_part1
Licence: mit
Notes for Fastai Deep Learning Course
Stars: ✭ 1,135
Programming Languages
Projects that are alternatives of or similar to Fastai deeplearn part1
Udacity Deep Learning Nanodegree
This is just a collection of projects that made during my DEEPLEARNING NANODEGREE by UDACITY
Stars: ✭ 15 (-98.68%)
Mutual labels: image-recognition
Rapiddraw
A simple artificial intelligence experiment to find out if mobile neural networks can recognize human-made doodles
Stars: ✭ 39 (-96.56%)
Mutual labels: image-recognition
Rostensorflow
TensorFlow ImageNet demo using ROS sensor_msgs/Image
Stars: ✭ 59 (-94.8%)
Mutual labels: image-recognition
Channel Pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
Stars: ✭ 979 (-13.74%)
Mutual labels: image-recognition
Cordova Plugin Tensorflow
On-device image recognition via TensorFlow/Inception. For Cordova/PhoneGap.
Stars: ✭ 51 (-95.51%)
Mutual labels: image-recognition
Dmsmsgrcg
A photo OCR project aims to output DMS messages contained in sign structure images.
Stars: ✭ 18 (-98.41%)
Mutual labels: image-recognition
Papers
A list of paper, books and sites for various different topics related to machine learning and deep learning along with various field in which it is implemented
Stars: ✭ 63 (-94.45%)
Mutual labels: image-recognition
Duplicate Images Finder
🏞🌉 Find and Delete Duplicate Images / Photos
Stars: ✭ 36 (-96.83%)
Mutual labels: image-recognition
Biglittlenet
Official repository for Big-Little Net
Stars: ✭ 57 (-94.98%)
Mutual labels: image-recognition
Max Image Segmenter Web App
Deploy a Deep Learning Powered "Magic Cropping Tool" using Pre-Trained Open Source Models
Stars: ✭ 29 (-97.44%)
Mutual labels: image-recognition
Pathology Images Analysis Using Cnn
Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area
Stars: ✭ 31 (-97.27%)
Mutual labels: image-recognition
Estimated Depth Map Helps Image Classification
Depth estimation with neural network, and learning on RGBD images
Stars: ✭ 52 (-95.42%)
Mutual labels: image-recognition
Healthapp
This application is designed for the effective interaction between patients and doctors
Stars: ✭ 28 (-97.53%)
Mutual labels: image-recognition
Imago
Optical position recognition for the game of Go
Stars: ✭ 59 (-94.8%)
Mutual labels: image-recognition
Attention Ocr
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
Stars: ✭ 844 (-25.64%)
Mutual labels: image-recognition
Opencv Face Filters
Snapchat-like Face Filters in OpenCV
Stars: ✭ 51 (-95.51%)
Mutual labels: image-recognition
Pneumonia Detection From Chest X Ray Images With Deep Learning
Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models
Stars: ✭ 64 (-94.36%)
Mutual labels: image-recognition
People Counter Python
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Stars: ✭ 62 (-94.54%)
Mutual labels: image-recognition
Image recognition
Packages for image recognition - Robocup TU/e Robotics
Stars: ✭ 53 (-95.33%)
Mutual labels: image-recognition
fast.ai
- latest course (v3): https://course.fast.ai
- fastai on GitHub: fastai
- Data
- Torrents
- some fastai files (files, models, data)
About Me
Projects
Courses (my outlines)
Deep Learning
- [Version 3] (fastai_dl_course_v4.md) (Spring 2020)
- Version 3 (Fall 2018 to Spring 2019)
- Version 2 (Fall 2017 to Spring 2018)
- Version 1 (Fall 2016 to Spring 2017)
Machine Learning
Helpful Resources
- Directory of fastai and DL terms
- Solving the Most Common Errors
- Fastai FAQs for Beginners
- 30+ Best Practices
- Resources (Blogs Written by fastai Fellows / Research Papers, etc)
-
Fastai Blog Posts (by Rachel Thomas & Jeremy Howard)
- podcast with Jeremy Howard on fastai_v1 🔴
- podcast with Rachel Thomas
Technical Tools
- tmux on AWS
- Download data using Kaggle CLI
- Download data using Chrome and wget
- Jupyter Notebook Commands & Shortcuts
- How to Create a Keypair
- Copy Files from Local PC to Cloud PC
Other Resources
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].