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README.md

Awesome Caffe Awesome

This page contains a curated list of awesome Caffe examples, tutorials and blogs. It is inspired by awesome-php and awesome-machine-learning.

Contributing

If you think I have missed out on something (or) have any suggestions (papers, implementations and other resources), feel free to pull a request

Feedback and contributions are welcome!

Table of Contents

============================================================================================================

Books

1. Tutorials

2. Vision

2.1 Image Classification

2.2 Object Detection

2.3 Image Segmentation

2.4 Face Detection / Recognition / Verification

2.5 Action Recognition

2.6 Object Tracking

2.7 Scene Classification

2.8 Image Super-resolution

2.9 Images Generation

2.10 Self-driving

2.11 Reinforcement Learning

2.12 Image Generation

3. NLP

4. Speech

5. Building Blocks

5.1 Initialization

5.2 Activation Function

TODO

6. Tools

6.1 Converter

6.2 Labeling

6.3 Data Augmentation

6.4 Parameter Search

6.5 Visualization

6.6 Mobile Platform

6.7 Intel and AMD

6.8 Parallel and Distributed computing

6.9 Net Builder

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