Dive into cheap deep learning

Dive into cheap deep learning.

专注于让深度学习更划算更便宜！

From your IQ, your devices, and your resource.

从学习智力上、装备上、资源上。

AI PM 2020年应届生失业一年求职。。

• Getting Started

• 1. Introduction
  • 1.1. time
  • 1.2. 技术
  • 1.3. 隐私
  • 1.4. money
  • 1.5. Data
• 2. Lightweight
  • 2.1. Lightweight
  • 2.2. SqueezeNet
  • 2.3. MobileNet
  • 2.4. MobileNet-v2
  • 2.5. ShuffleNet
  • 2.6. GhostNet
• 3. Compression
  • 3.1. 模型压缩
  • 3.2. 参数剪枝(Pruning)
  • 3.3. Knowledge-Distillation
  • 3.4. 量化
• 4. Write code
  • 4.1. Jupyter
  • 4.2. API
• 5. Train
  • 5.1. Server
  • 5.2. Active Learning
  • 5.3. Pretrain
  • 5.4. 改进
  • 5.5. 结构
• 6. Deployment
  • 6.1. 芯片
  • 6.2. Edge
  • 6.3. mobile
  • 6.4. MCU
  • 6.5. AI 中台