ValueError: Exception while processing img1_path

[xjDUAN184]

Before You Report a Bug, Please Confirm You Have Done The Following...

• I have updated to the latest version of the packages.
• I have searched for both existing issues and closed issues and found none that matched my issue.

DeepFace's version

0.0.92

Python version

3.8

Operating System

No response

Dependencies

Package Version Editable project location

---

absl-py 2.1.0
asttokens 2.0.5
astunparse 1.6.3
backcall 0.2.0
beautifulsoup4 4.12.3
blinker 1.8.2
cachetools 5.3.3
certifi 2024.6.2
charset-normalizer 3.3.2
click 8.1.7
comm 0.2.1
debugpy 1.6.7
decorator 5.1.1
deepface 0.0.92 /nfs1/56dev/root/dxj/jike/deepface
executing 0.8.3
filelock 3.14.0
fire 0.6.0
Flask 3.0.3
flatbuffers 24.3.25
gast 0.4.0
gdown 5.2.0
google-auth 2.30.0
google-auth-oauthlib 1.0.0
google-pasta 0.2.0
grpcio 1.64.1
gunicorn 22.0.0
h5py 3.11.0
idna 3.7
importlib-metadata 7.0.1
ipykernel 6.28.0
ipython 8.12.2
itsdangerous 2.2.0
jedi 0.18.1
Jinja2 3.1.4
jupyter_client 8.6.0
jupyter_core 5.5.0
keras 2.13.1
libclang 18.1.1
Markdown 3.6
MarkupSafe 2.1.5
matplotlib-inline 0.1.6
mtcnn 0.1.1
nest-asyncio 1.6.0
numpy 1.24.3
oauthlib 3.2.2
opencv-python 4.10.0.82
opt-einsum 3.3.0
packaging 23.2
pandas 2.0.3
parso 0.8.3
pexpect 4.8.0
pickleshare 0.7.5
pillow 10.3.0
pip 24.0
platformdirs 3.10.0
prompt-toolkit 3.0.43
protobuf 4.25.3
psutil 5.9.0
ptyprocess 0.7.0
pure-eval 0.2.2
pyasn1 0.6.0
pyasn1_modules 0.4.0
Pygments 2.15.1
PySocks 1.7.1
python-dateutil 2.9.0.post0
pytz 2024.1
pyzmq 25.1.2
requests 2.32.3
requests-oauthlib 2.0.0
retina-face 0.0.17
rsa 4.9
setuptools 69.5.1
six 1.16.0
soupsieve 2.5
stack-data 0.2.0
tensorboard 2.13.0
tensorboard-data-server 0.7.2
tensorflow 2.13.1
tensorflow-estimator 2.13.0
tensorflow-io-gcs-filesystem 0.34.0
termcolor 2.4.0
tornado 6.3.3
tqdm 4.66.4
traitlets 5.7.1
typing_extensions 4.5.0
tzdata 2024.1
urllib3 2.2.1
wcwidth 0.2.5
Werkzeug 3.0.3
wheel 0.43.0
wrapt 1.16.0
zipp 3.17.0

Reproducible example

result = DeepFace.verify(
  model_name = "Facenet512",
  img1_path = "/nfs1/56dev/root/dxj/jike/data/tom/tom_3.jpg",
  img2_path = "/nfs1/56dev/root/dxj/jike/data/tom/tom_5.jpg",
)

Relevant Log Output

(face_test) (base) root@bigdata-gpu01:/nfs1/56dev/root/dxj# /root/anaconda3/envs/face_test/bin/python /nfs1/56dev/root/dxj/jike/test.py
2024-06-11 04:15:42.308968: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2024-06-11 04:15:44.082942: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
2024-06-11 04:15:48.289210: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:47] Overriding orig_value setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.
2024-06-11 04:15:48.289269: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 18011 MB memory: -> device: 0, name: NVIDIA GeForce RTX 3090, pci bus id: 0000:03:00.0, compute capability: 8.6
2024-06-11 04:15:48.289831: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:47] Overriding orig_value setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.
2024-06-11 04:15:48.289882: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1639] Created device /job:localhost/replica:0/task:0/device:GPU:1 with 21883 MB memory: -> device: 1, name: NVIDIA GeForce RTX 3090, pci bus id: 0000:04:00.0, compute capability: 8.6
2024-06-11 04:15:49.511652: W tensorflow/tsl/framework/cpu_allocator_impl.cc:83] Allocation of 411041792 exceeds 10% of free system memory.
2024-06-11 04:15:50.053616: W tensorflow/tsl/framework/cpu_allocator_impl.cc:83] Allocation of 67108864 exceeds 10% of free system memory.
2024-06-11 04:15:50.167234: W tensorflow/tsl/framework/cpu_allocator_impl.cc:83] Allocation of 42958848 exceeds 10% of free system memory.
Traceback (most recent call last):
File "/nfs1/56dev/root/dxj/jike/deepface/deepface/modules/verification.py", line 130, in verify
img1_embeddings, img1_facial_areas = __extract_faces_and_embeddings(
File "/nfs1/56dev/root/dxj/jike/deepface/deepface/modules/verification.py", line 239, in __extract_faces_and_embeddings
img_objs = detection.extract_faces(
File "/nfs1/56dev/root/dxj/jike/deepface/deepface/modules/detection.py", line 96, in extract_faces
raise ValueError(
ValueError: Face could not be detected in /nfs1/56dev/root/dxj/jike/data/tom/tom_0.jpg.Please confirm that the picture is a face photo or consider to set enforce_detection param to False.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "/nfs1/56dev/root/dxj/jike/test.py", line 4, in
result = DeepFace.verify(
File "/nfs1/56dev/root/dxj/jike/deepface/deepface/DeepFace.py", line 144, in verify
return verification.verify(
File "/nfs1/56dev/root/dxj/jike/deepface/deepface/modules/verification.py", line 141, in verify
raise ValueError("Exception while processing img1_path") from err
ValueError: Exception while processing img1_path

Expected Result

in verification.py, line 239 ~247
img_objs = detection.extract_faces(
img_path=img_path,
detector_backend=detector_backend,
grayscale=False,
enforce_detection=enforce_detection,
align=align,
expand_percentage=expand_percentage,
anti_spoofing=anti_spoofing,
)

in process of debug, find the variable img_objs = []. my pictures is :


How to solve it?

What happened instead?

get correct verity result

Additional Info

I have used vgg, facenet512

[serengil]

Exception message is clear, this is not a bug.