[ DevCourseWeb.com ] Udemy - Machine Learning Models With Fastapi, Streamlit And Docker

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/1 - Introduction/1 - Introduction and App Overview.mp4

22 MB

~Get Your Files Here !/1 - Introduction/2 - FastAPI and Streamlit for Machine Learning Overview.mp4

14 MB

~Get Your Files Here !/1 - Introduction/3 - Docker Installation Guide.mp4

25 MB

~Get Your Files Here !/1 - Introduction/4 - Final Code.html

440 B

~Get Your Files Here !/1 - Introduction/src_code/free_images/gabriel-ramos.jpg

2.3 MB

~Get Your Files Here !/1 - Introduction/src_code/free_images/man_jumping.jpg

1.5 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/Dockerfile

278 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/config.py

310 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/inference.py

1.1 kB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/main.py

1.5 kB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/candy.t7

15 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/composition_vii.t7

27 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/feathers.t7

18 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/la_muse.t7

24 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/mosaic.t7

18 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/starry_night.t7

24 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/the_scream.t7

18 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/the_wave.t7

24 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/udnie.t7

11 MB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/requirements.txt

64 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/docker-compose.yml

348 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/download_models.sh

555 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/Dockerfile

169 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/main.py

1.8 kB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/requirements.txt

16 B

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/00d3a938-cdc9-4b94-9819-b12bb3505239.jpg

126 kB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg

170 kB

~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg

213 kB

~Get Your Files Here !/2 - FastAPI and Docker Backend/5 - Project Setup.mp4

46 MB

~Get Your Files Here !/2 - FastAPI and Docker Backend/6 - FastAPI Backend and Image Transformation Functionality.mp4

132 MB

~Get Your Files Here !/2 - FastAPI and Docker Backend/7 - Docker Container Setup.mp4

23 MB

~Get Your Files Here !/3 - Streamlit and Docker Frontend/8 - Developing the Streamlit User Interface.mp4

55 MB

~Get Your Files Here !/3 - Streamlit and Docker Frontend/9 - Docker Compose Setup.mp4

49 MB

~Get Your Files Here !/4 - Asynchronous Model Serving/10 - Asynchronous Model Serving with FastAPI.mp4

67 MB

~Get Your Files Here !/4 - Asynchronous Model Serving/11 - Updating the UI to respond to the async server.mp4

62 MB

~Get Your Files Here !/5 - Conclusion/12 - Conclusion and Final Remarks.mp4

7.7 MB

~Get Your Files Here !/5 - Conclusion/13 - Final Code.html

441 B

~Get Your Files Here !/5 - Conclusion/src_code/free_images/gabriel-ramos.jpg

2.3 MB

~Get Your Files Here !/5 - Conclusion/src_code/free_images/man_jumping.jpg

1.5 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/Dockerfile

278 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/config.py

310 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/inference.py

1.1 kB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/main.py

1.5 kB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/candy.t7

15 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/composition_vii.t7

27 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/feathers.t7

18 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/la_muse.t7

24 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/mosaic.t7

18 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/starry_night.t7

24 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/the_scream.t7

18 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/the_wave.t7

24 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/udnie.t7

11 MB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/requirements.txt

64 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/docker-compose.yml

348 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/download_models.sh

555 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/Dockerfile

169 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/main.py

1.8 kB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/requirements.txt

16 B

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/00d3a938-cdc9-4b94-9819-b12bb3505239.jpg

126 kB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg

170 kB

~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg

213 kB

~Get Your Files Here !/Bonus Resources.txt

386 B