Course Q&A TensorFlow: Advanced Techniques Specialization

Advanced Computer Vision with TensorFlow Welcome to course 3 of TensorFlow: Advanced Techniques. Generative Deep Learning with TensorFlow Welcome to course 4 of TensorFlow: Advanced Techniques. Custom and Distributed Training with TF Welcome to course 2 of TensorFlow: Advanced Techniques. Custom Models, Layers and Loss Functions with TF Welcome to course 1 of TensorFlow: Advanced Techniques. TF-AT Resources In the Resources category, everyone is encouraged to share resources related to the world of Tensorflow Advanced Techniques. Whether it is your own research, something interesting, cutting edge or something you think someone else can benefit from, all is welcomed.

Topic	Replies	Views	Activity
I’m fine-tuning an object detection model using the TensorFlow Object Detection API, but my predicted bounding boxes are off even though the loss drops sharply Advanced Computer Vision with TensorFlow week-module-2 , computer-vision	0	4	July 30, 2025
The interactive_eager_few_shot_od_training_colab.ipynb won't run due to package version issues Advanced Computer Vision with TensorFlow week-module-2	8	38	July 29, 2025
C2 Week 1 Assignment Basic tensor operations Custom and Distributed Training with TF week-module-1	2	10	July 27, 2025
Zombie exercise not working as expected Advanced Computer Vision with TensorFlow week-module-2	10	41	June 26, 2025
Zombie-detection 0.0 result Advanced Computer Vision with TensorFlow week-module-2	7	405	June 23, 2025
Unable to Upload model.keras (File >100MB) for Week 3 M2NIST Assignment Advanced Computer Vision with TensorFlow week-module-3 , coursera-platform	2	13	June 18, 2025
Issues with C3_W4_Lab_3_Saliency on Google Colab Advanced Computer Vision with TensorFlow week-module-4	3	14	June 17, 2025
W3 Lab 3 Only instances of `keras.Layer` can be added to a Sequential model Advanced Computer Vision with TensorFlow week-module-4	8	50	June 17, 2025
C3W3 U-net conv2d block for loop Advanced Computer Vision with TensorFlow week-module-3 , ai-discussions , coursera-platform	2	12	June 16, 2025
"expired tape" explanation in lab is wrong - C2_W1_Lab_2_gradient-tape-basics Custom and Distributed Training with TF week-module-1	12	39	June 13, 2025
C3W4Assignment: Cannot download dog and cat pictures from specified URLs -> ERROR 403: Forbidden Advanced Computer Vision with TensorFlow week-module-4	6	22	June 11, 2025
Corrections needed for lab C3_W4_Lab_4_GradCam Advanced Computer Vision with TensorFlow week-module-4	2	17	June 10, 2025
C3W4_Assignment in Advanced Computer Vision with TensorFlow - download cat1.jpeg Advanced Computer Vision with TensorFlow week-module-4	2	16	June 9, 2025
Bug downloading zip datasets C3W2 Advanced Computer Vision with TensorFlow week-module-2	1	19	June 9, 2025
C4W3 Assignment Incorrect URL for Dataset Generative Deep Learning with TensorFlow week-module-4 , coursera-platform	1	14	June 9, 2025
None of the C2W4 labs run in Colab Custom and Distributed Training with TF week-module-4	5	37	May 23, 2025
C1W2 - Lecture Video - Contrastive Loss - Explanation Not Clear Custom Models, Layers and Loss Functions with TF week-module-2	3	46	May 19, 2025
Your model could not be loaded error Generative Deep Learning with TensorFlow week-module-3	1	9	May 7, 2025
TypeError returned while training Custom and Distributed Training with TF week-module-3	6	20	May 5, 2025
C4W1-Problem with results of structural similarity index Generative Deep Learning with TensorFlow week-module-1	5	66	May 5, 2025
TF-AT Course 4: Lecture Notes TF-AT Resources Lecture Notes of C4 - Generative Deep Learning with TensorFlow of the TensorFlow: Advanced Techniques Specialization Week 1: C4_W1.pdf (3.7 MB) Week 2: C4_W2.pdf (1.2 MB) Week 3: C4_W3.pdf (333.6 KB) Week 4: C…	0	5351	October 18, 2021
TF-AT Course 3: Lecture Notes TF-AT Resources Lecture Notes of C3 - Advanced Computer Vision with TensorFlow of the TensorFlow: Advanced Techniques Specialization Week 1: C3_W1.pdf (1.3 MB) Week 2: C3_W2.pdf (4.8 MB) Week 3: C3_W3.pdf (3.1 MB) Week 4: C3…	0	11132	October 18, 2021
TF-AT Course 2: Lecture Notes TF-AT Resources Lecture Notes of C2 - Custom and Distributed Training with TensorFlow of the TensorFlow: Advanced Techniques Specialization Week 1: C2_W1.pdf (624.1 KB) Week 2: C2_W2.pdf (394.8 KB) Week 3: C2_W3.pdf (251.0 KB) …	0	6481	October 18, 2021
TF-AT Course 1: Lecture Notes TF-AT Resources Lecture Notes of C1 - Custom Models, Layers, and Loss Functions with TensorFlow of the TensorFlow: Advanced Techniques Specialization Week 1: C1_W1.pdf (1.4 MB) Week 2: C1_W2.pdf (243.9 KB) Week 3: C1_W3.pdf (23…	0	11174	October 18, 2021
C4_W4_Lab3_CelebA Problem with TPU Generative Deep Learning with TensorFlow week-module-4	21	96	April 11, 2025
C2W3 cannot submit assignment - syntax error in grader Custom and Distributed Training with TF week-module-3	13	39	March 26, 2025
C3W4_ Cant pass my assignment of Advanse computer Vision with tensorflow Advanced Computer Vision with TensorFlow week-module-4	5	113	March 21, 2025
Advanced computer vision saliency maps week 4 assignment ssim score Advanced Computer Vision with TensorFlow	21	828	March 20, 2025
Question on "Ungraded Lab: Cats vs. Dogs Class Activation Maps" Advanced Computer Vision with TensorFlow week-module-4	6	32	March 19, 2025
Use of apply method of optimizer Custom and Distributed Training with TF week-module-2	6	31	March 18, 2025