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A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.

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Bumps [numpy](https://github.com/numpy/numpy) from 1.12.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.0.0 to 2.7.2. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 4.0.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk] Restrict builtins within...

dependencies

Hi there, Using the original setting the loss starts at about 33 but plateaus at about 3.0. Any recommendations? I'm curious what's the ultimate loss that you get after 100...

Hello! I've found a performance issue in src/eval.py: `with tf.Session(config=tf.ConfigProto(allow_soft_placement=True)) as sess:`[(line 52)](https://github.com/BichenWuUCB/squeezeDet/blob/e7c0860eb1d141729cf02a2ec9cafc0cfb4a21aa/src/eval.py#L52) is defined in the function `eval_once`[(line 48)](https://github.com/BichenWuUCB/squeezeDet/blob/e7c0860eb1d141729cf02a2ec9cafc0cfb4a21aa/src/eval.py#L48) which is repeatedly called in a loop `while True:`[(line 214)](https://github.com/BichenWuUCB/squeezeDet/blob/e7c0860eb1d141729cf02a2ec9cafc0cfb4a21aa/src/eval.py#L214)....

Bumps [opencv-python](https://github.com/skvark/opencv-python) from 3.2.0.6 to 4.2.0.32. Release notes Sourced from opencv-python's releases. 4.2.0.32 opencv-python: https://pypi.org/project/opencv-python/ opencv-contrib-python: https://pypi.org/project/opencv-contrib-python/ opencv-python-headless: https://pypi.org/project/opencv-python-headless/ opencv-contrib-python-headless: https://pypi.org/project/opencv-contrib-python-headless/ OpenCV version 4.2.0. Changes: macOS environment updated from xcode8.3...

dependencies

Congratulations for this interesting publication/ application. I would like to know how could I print the weights/bias per layer while I am training the Squeezedet model. Thank you in advance...

Hello @BichenWuUCB , I am training the Squeezedet model for object detection, and I was wondering if there is anyway I can use negative samples while training to improve accuracy....

Hi Sir, I successfully run the demo.py file but while running **train.py** I am getting this error, could anyone will help here. Help is appreciated. **Attaching.txt file here for the...

Hello, is it possible to fine tune the model? I mean the detector. For example, starting from an already trained SqueezeDet, fine-tune this model. Thank you!