文件名称：全息粒子场中粒子的跟踪
文件大小：24.84MB
文件格式：ZIP
更新时间：2024-05-02 12:16:20
深度学习 机器学习 全息成像 粒子跟踪
使用深度学习网络实现全息粒子场中粒子的跟踪。
【文件预览】：
DeepTrack 20190309
----DeepTrack - Example 6 - Vesicles SNR4 mid.mp4(210KB)
----DeepTrack - Example 3 - Tracking multiple particles.pdf(566KB)
----DeepTrack - Example 1a - Pretrained network.h5(486KB)
----DeepTrack - Example 1a - Tracking single particle.ipynb(5.54MB)
----DeepTrack - Example 4 - Particles - Pretrained network.h5(486KB)
----DeepTrack - Example 5 - Tracking particles in different focal planes.pdf(719KB)
----DeepTrack - Example 1b - Training.ipynb(5.68MB)
----DeepTrack - Example 4 - Tracking multiple particles.pdf(1.11MB)
----DeepTrack - Example 5 - Tracking particles in different focal planes.ipynb(1.18MB)
----DeepTrack - Example 3 - Tracking multiple particles.ipynb(861KB)
----DeepTrack - Example 3 - Brownian Particles.mp4(90KB)
----DeepTrack - Example 4 - Brownian particles + bacteria.mp4(324KB)
----DeepTrack - Example 2 - Optically Trapped Particle Good.mp4(26KB)
----DeepTrack - Example 1a - Tracking single particle.pdf(2.83MB)
----DeepTrack - Example 4 - Bacteria - Pretrained network.h5(486KB)
----DeepTrack - Example 5 - Tracking particles in different focal planes.mp4(46KB)
----.DS_Store(6KB)
----deeptrack.py(46KB)
----DeepTrack - Example 6 - Tracking vesicles.h5(486KB)
----DeepTrack - Example 6 - Tracking vesicles.pdf(740KB)
----DeepTrack - Example 6 - Tracking vesicles.ipynb(1.28MB)
----DeepTrack - Example 1b - Training.pdf(2.93MB)
----DeepTrack - Example 2 - Tracking single particle.pdf(380KB)
----DeepTrack - Example 2 - Optically Trapped Particle Bad.mp4(89KB)
----DeepTrack - Example 2 - Tracking single particle.ipynb(537KB)
----.ipynb_checkpoints()
--------DeepTrack - Example 6 - Tracking vesicles-checkpoint.ipynb(1.28MB)
----DeepTrack - Example 5 - Tracking particles in different focal planes.h5(486KB)
----DeepTrack - Example 3 - Pretrained network.h5(486KB)
----README.rtf(651B)
----DeepTrack - Example 2 - Pretrained network.h5(486KB)
----DeepTrack - Example 4 - Tracking multiple particles.ipynb(2.03MB)