Spaces:

Jetsada117
/

backend_project

Paused

App Files Files Community

backend_project

Commit History

Aug 22

10:24
update(unlimit for search)

Jetsada117

80c0eda
10:04
update(limit search 6 to 100)

Jetsada117

77eda19
09:21
open show api path

Jetsada117

d9ee113
09:13
open scalar api

Jetsada117

278f01d

Aug 20

22:34
switch model to classification

Jetsada117

9d9936e
13:37
feat: enhance cosine similarity with dynamic masking and multi-label weight division

Jetsada117

0b334e8
12:34
perf: optimize age feature extraction using compiled regex pattern

Jetsada117

74ed272
09:36
refactor: clean up inline comments and add docstrings to all functions and classes

Jetsada117

f62d638

Aug 19

15:11
Update hairstyle mock vectors to 3 classes (26 dimensions total)

Jetsada117

67af344
11:36
Update age_regression_model path to age folder

Jetsada117

8a6efa2
09:23
Pass raw image to haircolor model and remove inception_preprocess

Jetsada117

1e240c4
08:49
Update model paths to fine-tuned versions and adjust skin preprocessing for ConvNeXt

Jetsada117

9f53bfd

Aug 18

05:23
Fix hairstyle prediction by removing redundant inception_preprocess (model already has Rescaling layer)

Jetsada117

3f5b918
05:15
Support both /refresh and /refresh-token routes with JSON body parsing

Jetsada117

749b859
03:44
Update beard label from 'หนวด' to 'หนวดเข้ม'

Jetsada117

05cde6c
03:42
Update beard label from 'เคราบาง' to 'ไรหนวด'

Jetsada117

5510d90
03:24
Align hairstyle encoding and prediction directly with model class order (Bald, Straight, Wavy)

Jetsada117

1e006bc

Aug 17

21:34
Remove emoji icons from log messages

Jetsada117

6e44ce7
21:32
Remove legacy 25-dimension vector fallback and update docstrings to 26-dimension

Jetsada117

212a3ed
21:24
Fix reverse proxy IP detection and prevent banning proxy/internal IPs

Jetsada117

07d4c70
20:48
Fix hairstyle mapping: swap index 1 and 2

Jetsada117

f21bc14
20:39
Add hairstyle prediction logging

Jetsada117

a44198b
20:27
Remove /api/predict and /api/config from blocked paths to fix Access denied

Jetsada117

b833fcf
19:56
Update age model path

Jetsada117

3ca2656
19:47
Update Dockerfile and hairstyle model path

Jetsada117

e4090b2
17:06
Fix haircolor model input size to 299

Jetsada117

7482914
16:34
Update haircolor and hairstyle model paths

Jetsada117

1eeea46
16:12
Update hairstyle model to use inception_op

Jetsada117

7dc5bbd
16:03
Update haircolor model to inception

Jetsada117

4139a3f

Aug 12

06:36
feat: add security middleware (path blocking, rate limit, auto-ban)

Jetsada117

ca524ce
04:40
fix: use raw_224 input for haircolor model instead of raw_299

Jetsada117

f210dec
04:33
fix: correct haircolor model filename on HuggingFace

Jetsada117

4f29385

Aug 11

20:13
Switch Model: haircolor inception to convnextn

Jetsada117

93c9cf9
16:50
fix: remove stray period causing syntax error

Jetsada117

fa03312
16:49
tune: increase face crop padding to 0.6 to include full hair area

Jetsada117

5332aaa
16:45
fix: re-enable face cropping (disabling it caused bad predictions like always Gray Hair)

Jetsada117

35b86ef
16:38
fix: update haircolor labels to match model class_names (Gray, Blond, Black)

Jetsada117

4d0cf10
16:35
test: disable face alignment and cropping to test model accuracy

Jetsada117

39f2ae0
16:20
switch input haircolor 224 to 299

Jetsada117

c043e78
16:10
clean: remove unused efficientnet import

Jetsada117

d53cee4
16:08
refactor: apply code review suggestions (thread-safety, retry logic, lazy preprocessing, parallel inference)

Jetsada117

6204542
16:02
perf: remove force_download=True from hf_hub_download

Jetsada117

e769e08
16:01
fix: re-add BatchNormalization monkey-patch to handle renorm kwargs

Jetsada117

1eb461e
14:44
add force download

Jetsada117

ce8e602
14:28
change input haircolor model 224 to 299

Jetsada117

13e8f39
14:25
refactor: remove renorm monkey-patch (models re-saved without renorm)

Jetsada117

e9e243b
13:26
fix: monkey-patch BatchNormalization to strip renorm kwargs for Keras 3 compatibility

Jetsada117

5714dda
11:32
fix: add CustomBatchNormalization to handle Keras 2 renorm kwargs on Keras 3

Jetsada117

ef2aeb3
10:46
Switch Model: fine_incetpion_op

Jetsada117

8806da0

Aug 10

13:42
delete comment

Jetsada117

1576fa6

Commit History

Aug 22

update(unlimit for search)

update(limit search 6 to 100)

open show api path

open scalar api

Aug 20

switch model to classification

feat: enhance cosine similarity with dynamic masking and multi-label weight division

perf: optimize age feature extraction using compiled regex pattern

refactor: clean up inline comments and add docstrings to all functions and classes

Aug 19

Update hairstyle mock vectors to 3 classes (26 dimensions total)

Update age_regression_model path to age folder

Pass raw image to haircolor model and remove inception_preprocess

Update model paths to fine-tuned versions and adjust skin preprocessing for ConvNeXt

Aug 18

Fix hairstyle prediction by removing redundant inception_preprocess (model already has Rescaling layer)

Support both /refresh and /refresh-token routes with JSON body parsing

Update beard label from 'หนวด' to 'หนวดเข้ม'

Update beard label from 'เคราบาง' to 'ไรหนวด'

Align hairstyle encoding and prediction directly with model class order (Bald, Straight, Wavy)

Aug 17

Remove emoji icons from log messages

Remove legacy 25-dimension vector fallback and update docstrings to 26-dimension

Fix reverse proxy IP detection and prevent banning proxy/internal IPs

Fix hairstyle mapping: swap index 1 and 2

Add hairstyle prediction logging

Remove /api/predict and /api/config from blocked paths to fix Access denied

Update age model path

Update Dockerfile and hairstyle model path

Fix haircolor model input size to 299

Update haircolor and hairstyle model paths

Update hairstyle model to use inception_op

Update haircolor model to inception

Aug 12

feat: add security middleware (path blocking, rate limit, auto-ban)

fix: use raw_224 input for haircolor model instead of raw_299

fix: correct haircolor model filename on HuggingFace

Aug 11

Switch Model: haircolor inception to convnextn

fix: remove stray period causing syntax error

tune: increase face crop padding to 0.6 to include full hair area

fix: re-enable face cropping (disabling it caused bad predictions like always Gray Hair)

fix: update haircolor labels to match model class_names (Gray, Blond, Black)

test: disable face alignment and cropping to test model accuracy

switch input haircolor 224 to 299

clean: remove unused efficientnet import

refactor: apply code review suggestions (thread-safety, retry logic, lazy preprocessing, parallel inference)

perf: remove force_download=True from hf_hub_download

fix: re-add BatchNormalization monkey-patch to handle renorm kwargs

add force download

change input haircolor model 224 to 299

refactor: remove renorm monkey-patch (models re-saved without renorm)

fix: monkey-patch BatchNormalization to strip renorm kwargs for Keras 3 compatibility

fix: add CustomBatchNormalization to handle Keras 2 renorm kwargs on Keras 3

Switch Model: fine_incetpion_op

Aug 10

delete comment