Awesome Lists

Awesome-Caffe

by MichaelXin

awesome listpushed about 7 years ago

Awesome Caffe

AI summary

Deep learning framework examples

A curated collection of Caffe-based examples and resources for various applications including computer vision, deep learning, natural language processing, and more.

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forks
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awesome list
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78
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What's in the list

78 links in 26 sections, with live GitHub stats.activeno commit in 2y

Books

1. Tutorials

2. Vision / 2.1 Image Classification

2. Vision / 2.2 Object Detection

2. Vision / 2.3 Image Segmentation

2. Vision / 2.4 Face Detection / Recognition / Verification

2. Vision / 2.5 Action Recognition

2. Vision / 2.6 Object Tracking

2. Vision / 2.7 Scene Classification

2. Vision / 2.8 Image Super-resolution

2. Vision / 2.9 Images Generation

2. Vision / 2.10 Self-driving

2. Vision / 2.11 Reinforcement Learning

  • DRQN
    69almost 11 years
  • DQN
    212almost 10 years

2.12 Image Generation

  • VAE
    503almost 10 years

3. NLP

4. Speech

5. Building Blocks / 5.1 Initialization

6. Tools / 6.1 Converter

6. Tools / 6.2 Labeling

6. Tools / 6.3 Data Augmentation

6. Tools / 6.4 Parameter Search

6. Tools / 6.5 Visualization

6. Tools / 6.6 Mobile Platform

6. Tools / 6.7 Intel and AMD

6. Tools / 6.8 Parallel and Distributed computing

6. Tools / 6.9 Net Builder

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