CLI image classification trainer with Gemini-driven hyperparameters and modern Keras backbones
Project description
classiloom
CLI trainer for image classification. Gemini proposes hyperparameters. Keras backbones (MobileNetV2, EfficientNetB0, ResNet50) or a compact CNN. No database. Artifacts and metrics saved under runs/.
Commands
classiloom set gemini_api <token>classiloom set gemini_model <name>classiloom scan <dataset_dir> --out runsclassiloom suggest <scan_json> --trials 8 --out runsclassiloom train <dataset_dir> <configs_json> --idx 0 --out runs [--mixed-precision] [--fine-tune]classiloom predict <image_path> <model_dir>
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
classiloom-0.1.0.tar.gz
(10.7 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file classiloom-0.1.0.tar.gz.
File metadata
- Download URL: classiloom-0.1.0.tar.gz
- Upload date:
- Size: 10.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.9.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
84cd46f176505804f2f281fda506c2db1b45941a34f027321d60765f7aa4dab5
|
|
| MD5 |
7d424ccc2540f80f834fcd635acfe115
|
|
| BLAKE2b-256 |
2c5f794ff77f9ab803660a0eb56a5dc5387293e8e097abf0c5c7075bc70de3ee
|
File details
Details for the file classiloom-0.1.0-py3-none-any.whl.
File metadata
- Download URL: classiloom-0.1.0-py3-none-any.whl
- Upload date:
- Size: 13.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.9.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8318df2d492bf7c791e81cfcfdcff091ccadb1723591c82992dccbc14161339e
|
|
| MD5 |
ead23a72829e2b7ad0df1b6a2ab468cf
|
|
| BLAKE2b-256 |
1f38efb067d421b45a96dda9f45ff9a406094b6bc7c261afbba23629d5eb105e
|
